TensMIL2: Improved Multiple Instance Classification Through Tensor Decomposition and Instance Selection (Englisch)
- Neue Suche nach: Papastergiou, Thomas
- Neue Suche nach: Zacharaki, Evangelia I.
- Neue Suche nach: Megalooikonomou, Vasileios
- Neue Suche nach: Papastergiou, Thomas
- Neue Suche nach: Zacharaki, Evangelia I.
- Neue Suche nach: Megalooikonomou, Vasileios
In:
2019 27th European Signal Processing Conference (EUSIPCO)
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1-5
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2019
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:TensMIL2: Improved Multiple Instance Classification Through Tensor Decomposition and Instance Selection
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Beteiligte:Papastergiou, Thomas ( Autor:in ) / Zacharaki, Evangelia I. ( Autor:in ) / Megalooikonomou, Vasileios ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.09.2019
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Format / Umfang:159222 byte
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
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Fast Direct Detection of Accelerating Radar TargetsSirianunpiboon, Songsri / Howard, Stephen D. / Elton, Stephen D. et al. | 2019
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Texture Superpixel Clustering from Patch-based Nearest Neighbor MatchingGiraud, Remi / Berthoumieu, Yannick et al. | 2019
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Radio Positioning and Tracking of High-Speed Devices in 5G NR Networks: System Concept and PerformanceTalvitie, Jukka / Koivisto, Mike / Levanen, Toni / Ihalainen, Tero / Pajukoski, Kari / Valkama, Mikko et al. | 2019
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Analysis of nematodes in coffee crops at different altitudes using aerial imagesOliveira, Alexandre J. / Assis, Gleice A. / Faria, Elaine R. / Souza, Jefferson R. / Vivaldini, Kelen C. T. / Guizilini, Vitor / Ramos, Fabio / Mendes, C. T. Caio / Wolf, Denis F. et al. | 2019
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Feature LMS Algorithm for Bandpass System ModelsDiniz, Paulo S. R. / Yazdanpanah, Hamed / Lima, Markus V. S. et al. | 2019
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Adaptive Pre-whitening Based on Parametric NMFJaramillo, Alfredo Esquivel / Nielsen, Jesper Kjar / Christensen, Mads Grasboll et al. | 2019
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Hybrid FSO/RF-FSO Systems over Generalized Málaga Distributed Channels with Pointing ErrorsBag, Banibrata / Das, Akinchan / Bose, Chayanika / Chandra, Aniruddha et al. | 2019
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Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay SystemsZniyed, Yassine / Boyer, Remy / de Almeida, Andre L. F. / Favier, Gerard et al. | 2019
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Resource Optimization for Cognitive Satellite Systems with Incumbent Terrestrial ReceiversLouchart, Arthur / Ciblat, Philippe / Kerret, Paul de et al. | 2019
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Data Augmentation Using Generative Adversarial Network for Environmental Sound ClassificationMadhu, Aswathy / Kumaraswamy, Suresh et al. | 2019
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Experimental Evaluation of the Reconfigurable Photodetector for Blind Interference Alignment in Visible Light CommunicationsMorales-Cespedes, Maximo / Quidan, Ahmad Adnan / Armada, Ana Garcia et al. | 2019
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Harmonic Networks with Limited Training SamplesUlicny, Matej / Krylov, Vladimir A. / Dahyot, Rozenn et al. | 2019
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Compression of High-Dimensional Multispectral Image Time Series Using Tensor Decomposition LearningAidini, Anastasia / Tsagkatakis, Grigorios / Tsakalides, Panagiotis et al. | 2019
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Transient Analysis of Partitioned-Block Frequency-Domain Adaptive FiltersYang, Feiran / Enzner, Gerald / Yang, Jun et al. | 2019
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Effectiveness of Cross-Domain Architectures for Whisper-to-Normal Speech ConversionParmar, Mihir / Doshi, Savan / Shah, Nirmesh J. / Patel, Maitreya / Patil, Hemant A. et al. | 2019
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Efficient Phase-Based Acoustic Tracking of Drones using a Microphone ArrayBaggenstoss, Paul M. / Springer, Mark / Oispuu, Marc / Kurth, Frank et al. | 2019
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Hyperspectral and Multispectral Image Fusion based on a Non-locally Centralized Sparse Model and Adaptive Spatial-Spectral DictionariesArias, Kevin / Vargas, Edwin / Arguello, Henry et al. | 2019
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L0-Norm Adaptive Volterra FiltersYazdanpanah, Hamed / Carini, Alberto / Lima, Markus V. S. et al. | 2019
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ExPACO: detection of an extended pattern under nonstationary correlated noise by patch covariance modelingFlasseur, Olivier / Denis, Loic / Thiebaut, Eric / Olivier, Thomas / Fournier, Corinne et al. | 2019
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Graphical Schemes Designed to Display and Study the Long-term Variations of Schumann ResonanceRodriguez-Camacho, Jesus / Lopera, Juan Francisco Gomez / Salinas, Alfonso / Fornieles-Callejon, Jesus / PortI, Jorge / Blanco-Navarro, David / Carrion, Ma Carmen / Camba, Enrique Navarro et al. | 2019
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Scale-discretised ridgelet transform on the sphereMcEwen, Jason D. / Price, Matthew A. et al. | 2019
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A Complete Framework of Radar Pulse Detection and Modulation Classification for Cognitive EWYar, Ersin / Kocamis, Mehmet Burak / Orduyilmaz, Adnan / Serin, Mahmut / Efe, Murat et al. | 2019
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A Robust Roll Angle Estimation Algorithm Based on Gradient DescentFan, Rui / Wang, Lujia / Liu, Ming / Pitas, Ioannis et al. | 2019
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Laplace Nonnegative Matrix Factorization with Application to Semi-supervised Audio DenoisingTanji, Hiroki / Murakami, Takahiro / Kamata, Hiroyuki et al. | 2019
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Cauchy Multichannel Speech Enhancement with a Deep Speech PriorFontaine, Mathieu / Nugraha, Aditya Arie / Badeau, Roland / Yoshii, Kazuyoshi / Liutkus, Antoine et al. | 2019
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Efficiency of the Memory Polynomial Model in Realizing Digital Twins for Gait AssessmentAlcaraz, Javier Conte / Moghaddamnia, Sanam / Fuhrwerk, Martin / Peissig, Jurgen et al. | 2019
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A Privacy-Preserving Asynchronous Averaging Algorithm based on Shamir’s Secret SharingLi, Qiongxiu / Christensen, Mads Graesboll et al. | 2019
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Power-Efficient Secure Beamforming in Cognitive Satellite-Terrestrial NetworksLu, Weixin / An, Kang / Yan, Xiaojuan / Liangx, Tao et al. | 2019
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2-D non-separable integer implementation of paraunitary filter bank based on the quaternionic multiplier block-lifting structureRybenkov, Eugene V. / Petrovsky, Nick A. et al. | 2019
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Bayesian Robust Signal Subspace Estimation in Non-Gaussian EnvironmentAbdallah, R. Ben / Breloy, A. / El Korso, M. N. / Lautru, D. et al. | 2019
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Beam-Steering in Switched 4D Arrays Based on the Discrete Walsh TransformManeiro-Catoira, Roberto / Avele, Marc Bernice Angoue / Bregains, Julio / Garcia-Naya, Jose A. / Castedo, Luis et al. | 2019
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SOS Boosting for Image Deblurring AlgorithmsPeled, Shahar Romem / Romano, Yaniv / Elad, Michael et al. | 2019
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Face-aware Saliency Estimation Model for 360° ImagesMazumdar, Pramit / Arru, Giuliano / Carli, Marco / Battisti, Federica et al. | 2019
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A parallel sparse regularization method for structured multilinear low-rank tensor decompositionKushe, Gerta / Yang, Yang / Steffens, Christian / Pesavento, Marius et al. | 2019
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Virtual Adversarial Training for Semi-supervised Verification TasksNoroozi, Vahid / Bahaadini, Sara / Zheng, Lei / Xie, Sihong / Yu, Philip S. et al. | 2019
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Dual-threshold Based Local Patch Construction Method for Manifold Approximation And Its Application to Facial Expression AnalysisHappy, S L / Dantcheva, Antitza / Routray, Aurobinda et al. | 2019
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Derivation of Respiratory Effort from PhotoplethysmographyJarchi, Delaram / Sanei, Saeid et al. | 2019
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Convex Optimization Based Sparse Learning Over NetworksZaki, Ahmed / Chatterjee, Saikat et al. | 2019
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Intersymbol and Intercarrier Interference in OFDM Transmissions Through Highly Dispersive ChannelsMartins, Wallace Alves / CruznRoldan, Fernando / Moonen, Marc / Diniz, Paulo Sergio Ramirez et al. | 2019
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Non-Intrusive POLQA Estimation of Speech Quality using Recurrent Neural NetworksSharma, Dushyant / Hogg, Aidan O. T. / Wang, Yu / Nour-Eldin, Amr / Naylor, Patrick A. et al. | 2019
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Hue Modification Localization By Pair MatchingPhan, Quoc-Tin / Vascotto, Michele / Boato, Giulia et al. | 2019
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Region-Based Relaxations To Accelerate Greedy ApproachesDorffer, Clement / Herzet, Cedric / Dremeau, Angelique et al. | 2019
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Clean speech AE-DNN PSD constraint for MCLP based reverberant speech enhancementChetupalli, Srikanth Raj / Sreenivas, Thippur V. et al. | 2019
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Tone Mapped HDR Images Contrast Enhancement Using Piecewise Linear Perceptual TransformationThai, Ba Chien / Mokraoui, Anissa et al. | 2019
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Efficient Distributed Processing for Large Scale MIMO DetectionOuameur, Messaoud Ahmed / Massicotte, Daniel et al. | 2019
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LTE Ranging Measurement Using Uplink Opportunistic Signals and the SAGE algorithmPin, A. / Rinaldo, R. / Tonello, A. / Marshall, C. / Driusso, M. / Biason, A. / Torre, A. Dalla et al. | 2019
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On Acoustic Modeling for Broadband BeamformingChhetri, Amit / Mansour, Mohamed / Kim, Wontak / Pan, Guangdong et al. | 2019
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A Simple Sparsity-aware Feature LMS AlgorithmChaves, Gabriel S. / Lima, Markus V. S. / Yazdanpanah, Hamed / Diniz, Paulo S. R. / Ferreira, Tadeu N. et al. | 2019
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Improving Energy Disaggregation Performance Using Appliance-Driven Sampling RatesSchirmer, Pascal A. / Mporas, Iosif et al. | 2019
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Low-Complexity Hybrid Transceivers for Uplink Multiuser mmWave MIMO by User ClusteringPerez-Adan, Darian / Gonzalez-Coma, Jose P. / Fresnedo, Oscar / Castedo, Luis et al. | 2019
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Graph Filter Design Using Sum-of-squares RepresentationAittomaki, Tuomas / Leus, Geert et al. | 2019
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Robust Subspace Tracking with Missing Data and Outliers via ADMMThanh, Le Trung / Dung, Nguyen Viet / Trung, Nguyen Linh / Abed-Meraim, Karim et al. | 2019
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Spatio-Temporal Waveform Design in Active Sensing Systems with Multilayer TargetsKariminezhad, Ali / Sezgin, Aydin et al. | 2019
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Acoustic Source Position Estimation Based On Multi-Feature Gaussian ProcessesBrendel, Andreas / Altmann, Ingo / Kellermann, Walter et al. | 2019
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A New Algorithm for Dictionary Learning Based on Convex ApproximationParsa, Javad / Sadeghi, Mostafa / Babaie-Zadeh, Massoud / Jutten, Christian et al. | 2019
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Generalized Multichannel Variational Autoencoder for Underdetermined Source SeparationSeki, Shogo / Kameoka, Hirokazu / Li, Li / Toda, Tomoki / Takeda, Kazuya et al. | 2019
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Spectral Visibility Graphs: Application to Similarity of Harmonic SignalsYela, Delia Fano / Stowell, Dan / Sandler, Mark et al. | 2019
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Spectral Coexistence of 5G Networks and Satellite Communication Systems Enabled by Coordinated Caching and QoS-Aware Resource AllocationNtougias, Konstantinos / Papadias, Constantinos B. / Papageorgiou, Georgios K. / Hasslinger, Gerhard et al. | 2019
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Robust ToA-Based Localization in a Mixed LOS/NLOS Environment Using Hybrid Mapping TechniqueSanaa Al-Samahi, S.A. / Ho, K. C. / Islam, N. E. et al. | 2019
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Investigation of Reverse Mode Loudspeaker Performance in Urban Sound ClassificationKalmar, Gyorgy et al. | 2019
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Target Identification from Coded Diffraction Patterns via Template MatchingJerez, Andres / Pinilla, Samuel / Garcia, Hans / Arguello, Henry et al. | 2019
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Modelling Mismatch and Noise Statistics Uncertainty in Linear MMSE EstimationVila-Valls, Jordi / Chaumette, Eric / Vincent, Francois / Closas, Pau et al. | 2019
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Convex Combination of Spline Adaptive FiltersScarpiniti, Michele / Comminiello, Danilo / Uncini, Aurelio et al. | 2019
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Learning Methods for RSSI-based Geolocation: A Comparative StudyElgui, Kevin / Bianchi, Pascal / Portier, Francois / Isson, Olivier et al. | 2019
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Globally Optimal TIN Strategies with Time-Sharing in the MISO Interference ChannelHellings, Christoph / Matthiesen, Bho / Jorswieck, Eduard A. / Utschick, Wolfgang et al. | 2019
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An Unmixing-Based Change Detection Approach for Multiresolution Remote Sensing ImagesBenkouider, Yasmine Kheira / Karoui, Moussa Sofiane et al. | 2019
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HVS based perceptual pre-processing for video codingBhat, Madhukar / Thiesse, Jean-Marc / Callet, Patrick Le et al. | 2019
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Multiple-Degradation Video Super-Resolution with Direct Inversion of the Low-Resolution Formation ModelLopez-Tapia, Santiago / Lucas, Alice / Molina, Rafael / Katsaggelos, Aggelos K. et al. | 2019
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Segmentation of Surface Cracks Based on a Fully Convolutional Neural Network and Gated Scale PoolingKonig, Jacob / Jenkins, Mark David / Barrie, Peter / Mannion, Mike / Morison, Gordon et al. | 2019
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A Modelling Approach to Generate Representative UAV Trajectories Using PSOSalamat, Babak / Tonello, Andrea M. et al. | 2019
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Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive RadioKrayani, Ali / Farrukh, Muhammad / Baydoun, Mohamad / Marcenaro, Lucio / Gao, Yue / S.Regazzoni, Carlo et al. | 2019
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Path Loss at 5 GHz and 31 GHz for Two Distinct Indoor Airport SettingsMatolak, David W. / Mohsen, Mohanad / Chen, Jinming et al. | 2019
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A Parallel optimization Approach on the Infinity Norm Minimization ProblemLiu, Tianyi / Hoang, Minh Trinh / Yang, Yang / Pesavento, Marius et al. | 2019
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Algorithms for Piecewise Constant Signal ApproximationsBergerhoff, Leif / Weickert, Joachim / Dar, Yehuda et al. | 2019
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Coverage Analysis of Relay Assisted V2I Communication in Microcellular Urban NetworksElbal, Blanca Ramos / Muller, Martin Klaus / Schwarz, Stefan / Rupp, Markus et al. | 2019
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Spectrum Insensitive Sparse Recovery with Iterative Affine ProjectionsCleju, Nicolae / Ciocoiu, Iulian B. et al. | 2019
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Efficient Adaptive Multiple Importance SamplingEl-Laham, Yousef / Martino, Luca / Elvira, Victor / Bugallo, Monica F. et al. | 2019
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Monaural Source Separation Based on Sequentially Trained LSTMs in Real Room EnvironmentsLi, Yi / Sun, Yang / Naqvi, Syed Mohsen et al. | 2019
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New algorithms on Complex Joint Eigenvalue Decomposition Based on Generalized Givens RotationsMesloub, Ammar / Belouchrani, Adel / Abed-Meraim, Karim et al. | 2019
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Cross-domain Knowledge Transfer Schemes for 3D Human Action RecognitionPsaltis, Athanasios / Papadopoulos, Georgios Th. / Daras, Petros et al. | 2019
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An Adaptive Sampling Technique for Graph Diffusion LMS AlgorithmTiglea, Daniel G. / Candido, Renato / Silva, Magno T. M. et al. | 2019
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Automatic Chord Estimation Based on a Frame-wise Convolutional Recurrent Neural Network with Non-Aligned AnnotationsWu, Yiming / Carsault, Tristan / Yoshii, Kazuyoshi et al. | 2019
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Spectral Complexity Reduction of Music Signals for Cochlear Implant Users based on Subspace TrackingGauer, Johannes / Krymova, Ekaterina / Belomestny, Denis / Martin, Rainer et al. | 2019
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Comparing Optimization Methods of Neural Networks for Real-time InferenceKhan, Mir / Lunnikivi, Henri / Huttunen, Heikki / Boutellier, Jani et al. | 2019
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Underwater Acoustic Channel Estimation and Equalization via Adaptive Filtering and Sparse ApproximationCrombez, Stephane / Petraglia, Mariane R. / Petraglia, Antonio et al. | 2019
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Maximum-likelihood Detection of Impulsive Noise Support for Channel Parameter EstimationMestre, Xavier / Payaro, Miquel / Shrestha, Deep et al. | 2019
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Training Generative Adversarial Networks With WeightsPantazis, Yannis / Paul, Dipjyoti / Fasoulakis, Michail / Stylianou, Yannis et al. | 2019
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Advancing Speech Recognition With No Speech Or With Noisy SpeechKrishna, Gautam / Tran, Co / Carnahan, Mason / Tewfik, Ahmed et al. | 2019
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Structure Learning via Hadamard Product of Correlation and Partial Correlation MatricesAshurbekova, Karina / Achard, Sophie / Forbes, Florence et al. | 2019
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Joint unmixing-deconvolution algorithms for hyperspectral imagesSong, Yingying / Djermoune, El-Hadi / Brie, David / Richard, Ceedric et al. | 2019
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MWF-based speech dereverberation with a local microphone array and an external microphoneAli, Randall / van Waterschoot, Toon / Moonen, Marc et al. | 2019
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Generalizing Graph Convolutional Neural Networks with Edge-Variant Recursions on GraphsIsufi, Elvin / Gama, Fetnando / Ribeiro, Alejandro et al. | 2019
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Deep Spatio-Temporal Modeling for Object-Level Gaze-Based Relevance AssessmentStavridis, Konstantinos / Psaltis, Athanasios / Dimou, Anastasios / Papadopoulos, Georgios Th. / Daras, Petros et al. | 2019
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Compression Efficiency and Computational Cost Comparison between AV1 and HEVC EncodersBender, Isis / Palomino, Daniel / Agostini, Luciano / Correa, Guilherme / Porto, Marcelo et al. | 2019
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Surrogate Rehabilitative Time Series Data for Image-based Deep LearningTracey Lee Eileen, K. M. / Kuah, Y.L. / Leo, Kee-Hao / Sanei, Saeid / Chew, Effie / Zhao, Ling et al. | 2019
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Efficient Full-Rank Spatial Covariance Estimation Using Independent Low-Rank Matrix Analysis for Blind Source SeparationKubo, Yuki / Takamune, Norihiro / Kitamura, Daichi / Saruwatari, Hiroshi et al. | 2019
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A New Weighted NMF Algorithm For Missing Data Interpolation And Its Application To Speech EnhancementThakallapalli, Sushmita / Gangashetty, Suryakanth / Madhu, Nilesh et al. | 2019
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Fully Proximal Splitting Algorithms In Image RecoveryCombettes, Patrick L. / Glaudin, Lilian E. et al. | 2019
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Fast Alignment of Limited Angle Tomograms by projected Cross CorrelationSanchez, Ricardo M. / Mester, Rudolf / Kudryashev, Mikhail et al. | 2019
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Malware Identification with Dictionary LearningIrofti, Paul / Baltoiu, Andra et al. | 2019
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Learning of Image Dehazing Models for Segmentation TasksBlois, Sebastien de / Hedhli, Ihsen / Gagne, Christian et al. | 2019
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Deep Complex Neural Network Learning for High-Voltage Insulation Fault Classification from Complex Bispectrum RepresentationMitiche, Imene / Jenkins, Mark David / Boreham, Philip / Nesbitt, Alan / Morison, Gordon et al. | 2019
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Reversible Privacy Preservation using Multi-level Encryption and Compressive SensingYamac, Mehmet / Ahishali, Mete / Passalis, Nikolaos / Raitoharju, Jenni / Sankur, Bulent / Gabbouj, Moncef et al. | 2019
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Improved Regularized Reconstruction for Simultaneous Multi-Slice Cardiac MRI T1 MappingDemirel, Omer Burak / Weingartner, Sebastian / Moeller, Steen / Akcakaya, Mehmet et al. | 2019
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Outlier Detection from Non-Smooth Sensor DataHuuhtanen, Timo / Ambos, Henrik / Jung, Alexander et al. | 2019
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Computational Acceleration and Smart Initialization of Full-RANK Spatial Covariance AnalysisSawada, Hiroshi / Ikeshita, Rintaro / Ito, Nobutaka / Nakatani, Tomohiro et al. | 2019
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Variational Bayesian GANChien, Jen-Tzung / Kuo, Chun-Lin et al. | 2019
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Compressive Digital Receiver: First Results on Sensitivity, Dynamic Range and Instantaneous Bandwidth MeasurementsKorucu, Ali Bugra / Alp, Yasar Kemal / Gok, Gokhan / Arikan, Orhan et al. | 2019
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Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR ImagesFallah, Faezeh / Armanious, Karim / Yang, Bin / Bamberg, Fabian et al. | 2019
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FISTA: achieving a rate of convergence proportional to k-3 for small/medium values of kSilva, Gustavo / Rodriguez, Paul et al. | 2019
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LTE-based Wireless Channel Modeling on High-Speed Railway at 465MHzNiu, Yanfei / Ding, Jianwen / Fei, Dan / Zhong, Zhangdui / Liu, Yanbing et al. | 2019
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An Adversarial Super-Resolution Remedy for Radar Design Trade-offsArmanious, Karim / Abdulatif, Sherif / Aziz, Fady / Schneider, Urs / Yang, Bin et al. | 2019
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On the Physical Layer Security of IoT Devices over SatelliteBas, Joan / Perez-Neira, Ana et al. | 2019
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Fingerspelled Alphabet Sign Recognition in Upper-Body VideosPapadimitriou, Katerina / Potamianos, Gerasimos et al. | 2019
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Coverage Analysis for Backscatter Communication Empowered Cellular Internet-of-Things : Invited PaperZaidi, Syed Ali Raza / Hafeez, Maryam / McLernon, Des / Win, Moe Z. et al. | 2019
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optimized Reference Picture Selection for Light Field Image CodingRicardo Monteiro, J. S. / Nuno Rodrigues, M. M. / Sergio Faria, M. M. / Paulo Nunes, J. L. et al. | 2019
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Complexity Scalable HEVC-to-AV1 Transcoding Based on Coding Tree Depth InheritanceBorges, Alex / Zatt, Bruno / Porto, Marcelo / Agostini, Luciano / Correa, Guilherme et al. | 2019
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Active Acoustic Source Tracking Exploiting Particle Filtering and Monte Carlo Tree SearchHaubner, Thomas / Schmidt, Alexander / Kellermann, Walter et al. | 2019
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On Realizing Distributed Deep Neural Networks: An Astrophysics Case StudyAspri, Maria / Tsagkatakis, Grigorios / Panousopoulou, Athanasia / Tsakalides, Panagiotis et al. | 2019
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Hardware Acceleration of Approximate Transform Module for the Versatile Video Coding StandardKammoun, Ahmed / Hamidouche, Wassim / Philipp, Pierrick / Belghith, Fatma / Massmoudi, Nouri / Nezan, Jean-Francois et al. | 2019
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Low-Complexity 2-Coordinates Descent for Near-Optimal MMSE Soft-Output Massive MIMO Uplink Data DetectionSeidel, Pascal / Paul, Steffen / Rust, Jochen et al. | 2019
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fMRI BOLD signal decomposition using a multivariate low-rank modelCherkaoui, Hamza / Moreau, Thomas / Halimi, Abderrahim / Ciuciu, Philippe et al. | 2019
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Recursive LCMVEs with Non-Stationary Constraints and Partially Coherent Signal SourcesChaumette, Eric / Vila-Valls, Jordi / Vincent, Francois / Closas, Pau et al. | 2019
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Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and ArchitecturesMarrone, Stefano / Olivieri, Stefano / Piantadosi, Gabriele / Sansone, Carlo et al. | 2019
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Semi-Supervised Adaptive Learning for Decoding Movement Intent from ElectromyogramsDantas, Henrique / Mathews, V John / Warren, David et al. | 2019
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Maximum-likelihood DOA estimation at low SNR in Laplace-like noiseMecklenbrauker, Christoph F. / Gerstoft, Peter et al. | 2019
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On Interference Pikes in Poisson NetworksAtiq, Mahin K. / Schilcher, Udo / Bettstetterl, Christian et al. | 2019
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Detecting Higher Order Genomic Variant Interactions with Spectral AnalysisUminsky, David / Banuelos, Mario / Gonzalez-Albino, Lillian / Garza, Rosa / Nwakanma, Sylvia Akueze et al. | 2019
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Rate Balancing for Multiuser Multicell Downlink MIMO SystemsGhamnia, Imene / Slock, Dirk / Yuan-Wu, Yi et al. | 2019
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Heart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring DevicesSa, Pedro / Aidos, Helena / Roma, Nuno / Tomas, Pedro et al. | 2019
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Asymptotic Karlin-Rubin’s Theorem with Application to Signal Detection in a Subspace ConeBourmani, Sabrina / Socheleau, Francois-Xavier / Pastor, Dominique et al. | 2019
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Random Matrix-Improved Estimation of the Wasserstein Distance between two Centered Gaussian DistributionsTiomoko, Malik / Couillet, Romain et al. | 2019
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Multi-resolution Reconstruction Algorithm for Phase Retrieval in X-ray CrystallographyAngarita, Jhon / Pinilla, Samuel / Garcia, Hans / Arguello, Henry et al. | 2019
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Deep Learning Models for Denoising ECG SignalsArsene, Corneliu T.C. / Hankins, Richard / Yin, Hujun et al. | 2019
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Reparameterization Gradient Message PassingAkbayrak, Semih / Vries, Bert de et al. | 2019
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Convolutional LSTM-based Long-Term Spectrum Prediction for Dynamic Spectrum AccessShawel, Bethelhem S. / Woldegebreal, Dereje H. / Pollin, Sofie et al. | 2019
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Online Multiscale-Data Classification Based on Multikernel Adaptive Filtering with Application to Sentiment AnalysisIwamoto, Ran / Yukawa, Masahiro et al. | 2019
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Demodulation Algorithm Based on Higher Order SynchrosqueezingPham, Duong-Hung / Meignen, Sylvain et al. | 2019
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Replay Attack Detection Using Generalized Cross-Correlation of Stereo SignalYaguchi, Ryoya / Shiota, Sayaka / Ono, Nobutaka / Kiya, Hitoshi et al. | 2019
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Gated Graph Convolutional Recurrent Neural NetworksRuiz, Luana / Gama, Fernando / Ribeiro, Alejandro et al. | 2019
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Distributed Adaptive Node-Specific Signal Estimation in a Wireless Sensor Network with Partial Prior Knowledge of the Desired Source Steering VectorRompaey, Robbe Van / Moonen, Marc et al. | 2019
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Extracting Proprioceptive Information By Analyzing Rotating Range Sensors Induced DistortionVivet, Damien et al. | 2019
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Spectrogram Feature Losses for Music Source SeparationSahai, Abhimanyu / Weber, Romann / McWilliams, Brian et al. | 2019
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Energy-Efficient Improper Signaling for K-User Interference ChannelsSoleymani, Mohammad / Lameiro, Christian / Santamaria, Ignacio / Schreier, Peter J. et al. | 2019
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Parameter-free Small Variance Asymptotics for Dictionary LearningDang, Hong-Phuong / Elvira, Clement et al. | 2019
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Spectrum sensing by higher-order SVM-based detectionColuccia, Angelo / Fascista, Alessio / Ricci, Giuseppe et al. | 2019
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CNN-based virtual microphone signal estimation for MPDR beamforming in underdetermined situationsYamaoka, Kouei / Li, Li / Ono, Nobutaka / Makino, Shoji / Yamada, Takeshi et al. | 2019
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GestureKeeper: Gesture Recognition for Controlling Devices in IoT EnvironmentsSideridis, Vasileios / Zacharakis, Andrew / Tzagkarakis, George / Papadopouli, Maria et al. | 2019
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Performance Analysis of Diffusion Filtered-X Algorithms in Multitask ANC SystemsChu, Y. J. / Chan, S. C. / Zhao, Y. / Wu, M. et al. | 2019
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Ad-hoc mobile array based audio segmentation using latent variable stochastic modelChetupalli, Srikanth Raj / Bhowmick, Anirban / Sreenivas, Thippur V. et al. | 2019
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Random Gabor Multipliers for Compressive Sensing: A Simulation StudyRajbamshi, Shristi / Taubock, Georg / Balazs, Peter / Abreu, Luis Daniel et al. | 2019
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Extending Architecture Modeling for Signal Processing towards GPUsPayvar, Saman / Boutellier, Jani / Morvan, Antoine / Rubattu, Claudio / Pelcat, Maxime et al. | 2019
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WGANSing: A Multi-Voice Singing Voice Synthesizer Based on the Wasserstein-GANChandna, Pritish / Blaauw, Merlijn / Bonada, Jordi / Gomez, Emilia et al. | 2019
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Shuffled Bits in the Low-Detectability RegimeMarano, Stefano / Willett, Peter et al. | 2019
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Compressive Chirp Transform for Estimation of Chirp ParametersIrkhis, Luay Ali Al / Shaw, Arnab K. et al. | 2019
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Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer DataKoch, Philipp / Dreier, Mark / Bohme, Martina / Maass, Marco / Phan, Huy / Mertins, Alfred et al. | 2019
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Antenna Controller for Low-latency and High Reliability Robotic Communications over Time-varying Fading ChannelsLicea, Daniel Bonilla / Ghogho, Mounir / McLernon, Des / Zaidi, Syed A. R. et al. | 2019
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Power Distribution Insulators Classification Using Image Hybrid Deep LearningFilho, Eduardo F. Simas / Prates, Ricardo M. / Ramos, Rodrigo P. / Cardoso, Jaime S. et al. | 2019
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Adaptive Beamforming Based on Time Modulated Array with Harmonic Characteristic AnalysisHe, Chong / Yi, Guanli / Chen, Jingfeng et al. | 2019
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A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov ChainGeirnaert, Simon / Francart, Tom / Bertrand, Alexander et al. | 2019
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Hyperspectral X-ray Denoising: Model-Based and Data-Driven SolutionsBonettini, Nicolo / Paracchini, Marco / Bestagini, Paolo / Marcon, Marco / Tubaro, Stefano et al. | 2019
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Reliable Demosaicing Detection for Image ForensicsBammey, Quentin / Gioi, Rafael Grompone von / Morel, Jean-Michel et al. | 2019
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Deep Ll-PCA of Time-Variant Data with Application to Brain Connectivity MeasurementsOrru, Giovanna / Cattai, Tiziana / Colonnese, Stefania / Scarano, Gaetano / Fallani, Fabrizio De Vico / Markopoulos, Panos / Pados, Dimitris et al. | 2019
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Low-Complexity optimization for Direction-of-Arrival Estimation via Approximate Message PassingZhang, Xinyu / Huo, Kai / Zhang, Shuanghui / Liu, Yongxiang / Jiang, Weidong / Li, Xiang et al. | 2019
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FDA-MIMO Signal Processing for Mainlobe Jammer SuppressionWang, Wen-Qin / So, Hing Cheung / Farina, Alfonso et al. | 2019
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Heterogeneous Network Localization with a Distributed Phased Array Composed of Cooperative VehiclesZhang, Siwei / Pohlmann, Robert / Dammann, Armin et al. | 2019
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Temporal convolutional networks for musical audio beat trackingMatthewDavies, E. P. / Bock, Sebastian et al. | 2019
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Variational Bayes Color Deconvolution with a Total Variation PriorVega, Miguel / Mateos, Javier / Molina, Rafael / Katsaggelos, Aggelos K. et al. | 2019
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Identify of Spatial Similarity of Electroencephalography (EEG) during Working-Memory MaintenanceSong, Yufan / Zhang, ZhiHong / Hu, Te / Gong, Xiaoliang / Nandi, Asoke K. et al. | 2019
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Acoustic Simulation in Dynamic Environments for Robot AuditionZhang, Zhaofeng / Nakadai, Kazuhiro / Nakajima, Hirofumi / Sumida, Naoaki et al. | 2019
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Refined WaveNet Vocoder for Variational Autoencoder Based Voice ConversionHuang, Wen-Chin / Wu, Yi-Chiao / Hwang, Hsin-Te / Tobing, Patrick Lumban / Hayashi, Tomoki / Kobayashi, Kazuhiro / Toda, Tomoki / Tsao, Yu / Wang, Hsin-Min et al. | 2019
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Loss functions for denoising compressed images: a comparative studyOberlin, Thomas / Malgouyres, Francois / Wu, Jin-Yi et al. | 2019
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Gauss-Hermite Quadrature for non-Gaussian Inference via an Importance Sampling InterpretationElvira, Victor / Closas, Pau / Martino, Luca et al. | 2019
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Visual Quality Analysis of Judder Effect on Head Mounted DisplaysMahmoudpour, Saeed / Schelkens, Peter et al. | 2019
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Two-Way MIMO Decode-and-Forward Relaying Systems with Tensor Space-Time CodingFreitas, Walter da C. / Favier, Gerard / de Almeida, Andre L. F. / Haardt, Martin et al. | 2019
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Change Prediction for Low Complexity Combined Beamforming and Acoustic Echo CancellationSchrammen, Matthias / Bohlender, Alexander / Kuhl, Stefan / Jax, Peter et al. | 2019
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Large-scale Pollen Recognition with Deep LearningGeus, Andre R. de / Celia A. Z., Barcelos / Batista, Marcos A. / Silva, Sergio F. da et al. | 2019
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Blind Calibration of Sensor Arrays for Narrowband Signals with Asymptotically Optimal WeightingWeiss, Amir / Yeredor, Arie et al. | 2019
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Weighted Sum Rate Maximization for Hybrid Beamforming Design in Multi-Cell Massive MIMO OFDM SystemsThomas, Christo Kurisummoottil / Slock, Dirk et al. | 2019
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On Detecting and Handling target occlusions in Correlation-filter-based 2D trackingKarakostas, Iason / Mygdalis, Vasileios / Tefas, Anastasios / Pitas, Ioannis et al. | 2019
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Reduced-complexity downlink cell-free mmWave Massive MIMO systems with fronthaul constraintsFemenias, Guillem / Riera-Palou, Felip et al. | 2019
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Self-Localization of Distributed Microphone Arrays Using Directional Statistics with DoA Estimation ReliabilityWozniak, Szymon / Kowalczyk, Konrad / Cobos, Maximo et al. | 2019
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A Graph Signal Processing Approach to Direction of Arrival EstimationMoreira, Leandro A. S. / Ramos, Antonio L. L. / de Campos, Marcello L. R. / Apolinario, Jose A. / Serrenho, Felipe G. et al. | 2019
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Unsupervised Medical Image Translation Using Cycle-MedGANArmanious, Karim / Jiang, Chenming / Abdulatif, Sherif / Kustner, Thomas / Gatidis, Sergios / Yang, Bin et al. | 2019
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State Space Models with Dynamical and Sparse Variances, and Inference by EM Message PassingWadehn, Federico / Weber, Thilo / Loeliger, Hans-Andrea et al. | 2019
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Learning Causal Networks Topology From Streaming Graph SignalsMoscu, Mircea / Nassif, Roula / Hua, Fei / Richard, Cedric et al. | 2019
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Forward Looking GPR-Based Landmine Detection Using a Robust Likelihood Ratio TestPambudi, Afief D. / Faus, Michael / Ahmad, Fauzia / Zoubir, Abdelhak M. et al. | 2019
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Large-scale Canonical Polyadic Decomposition via Regular Tensor SamplingKanatsoulis, Charilaos I. / Sidiropoulos, Nicholas D. et al. | 2019
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Front-End Feature Compensation for Noise Robust Speech Emotion RecognitionPandharipande, Meghna / Chakraborty, Rupayan / Panda, Ashish / Das, Biswajit / Kopparapu, Sunil Kumar et al. | 2019
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An EM Algorithm for Joint Dual-Speaker Separation and DereverberationCohen, Nili / Hazan, Gershon / Schwartz, Boaz / Gannot, Sharon et al. | 2019
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Online dictionary learning for single-subject fMRI data unmixingBhanot, Argheesh / Meillier, Celine / Heitz, Fabrice / Harsan, Laura et al. | 2019
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Early SKIP Mode Decision Method in HEVC Based on Perceptual Distortion MeasureKim, Jieon / Izquierdo, Ebroul et al. | 2019
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Linear Approximation of Deep Neural Networks for Efficient Inference on Video DataRueckauer, Bodo / Liu, Shih-Chii et al. | 2019
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Super-Resolution on Degraded Low-Resolution Images Using Convolutional Neural NetworksAlbluwi, Fatma / Krylov, Vladimir A. / Dahyot, Rozenn et al. | 2019
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LOSoft: ℓ0 Minimization via Soft ThresholdingSadeghi, Mostafa / Ghayem, Fateme / Babaie-Zadeh, Massoud / Chatterjee, Saikat / Skoglund, Mikael / Jutten, Christian et al. | 2019
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Quantifying Uncertainty in High Dimensional Inverse Problems by Convex OptimisationCai, Xiaohao / Pereyra, Marcelo / McEwen, Jason D. et al. | 2019
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Joint Low-Rank Factorizations with Shared and Unshared Components: Identifiability and AlgorithmsSorensen, Mikael / Sidiropoulos, Nikolaos D. et al. | 2019
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A novel resynchronization procedure for hand-lips fusion applied to continuous French Cued Speech recognitionLiu, Li / Feng, Gang / Beautemps, Denis / Zhang, Xiao-Ping et al. | 2019
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Segmentation of Piecewise ARX Processes by Exploiting Sparsity in Tight-Dimensional SpacesKuroda, Hiroki / Yamagishi, Masao / Yamada, Isao et al. | 2019
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Decentralized Multi-Agent Deep Reinforcement Learning in Swarms of Drones for Flood MonitoringBaldazo, David / Parras, Juan / Zazo, Santiago et al. | 2019
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Indoor Sound Source Localization based on Sparse Bayesian Learning and Compressed DataBai, Zonglong / Sun, Jinwei / Jensen, Jesper Rindom / Christensen, Mads Grasboll et al. | 2019
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A Composite Discriminator for Generative Adversarial Network based Video Super-ResolutionWang, Xijun / Lucas, Alice / Lopez-Tapia, Santiago / Wu, Xinyi / Molina, Rafael / Katsaggelos, Aggelos K. et al. | 2019
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Efficient Feature Extraction for Person Re-Identification via DistillationSalgado, Francisco / Mehta, Rakesh / Correia, Paulo Lobato et al. | 2019
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Single Image Ear Recognition Using Wavelet-Based Multi-Band PCAZarachoff, Matthew / Sheikh-Akbari, Akbar / Monekosso, Dorothy et al. | 2019
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Weighted Subset Selection for Fast SVM TrainingMourad, Sara / Tewfik, Ahmed / Vikalo, Haris et al. | 2019
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Identification of Alzheimer’s Disease using Non-linguistic Audio DescriptorsBhat, Chitralekha / Kopparapu, Sunil Kumar et al. | 2019
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Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor NodesHakansson, Victor Wattin / Venkategowda, Naveen K. D. / Kraemer, Frank Alexander / Werner, Stefan et al. | 2019
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Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel ImagesFallah, Faezeh / Armanious, Karim / Yang, Bin / Bamberg, Fabian et al. | 2019
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Perfusion-based Brain Connectivity: PASL vs pCASLBlasi, Bianca De / Barnes, Anna / Storti, Silvia Francesca / Koepp, Matthias / Menegaz, Gloria / Vita, Enrico De / Galazzo, Ilaria Boscolo et al. | 2019
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Estimation of Measurement-Noise Variance for Variable-Step-Size NLMS FiltersStrutz, Tilo et al. | 2019
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Non-Local Restoration Of Sparse 3d Single-Photon DataChen, Songmao / Halimi, Abderrahim / Ren, Ximing / McCarthy, Aongus / Su, Xiuqin / Buller, Gerald S. / McLaughlin, Steve et al. | 2019
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GPR Antenna localization based on A-ScansSkartados, Evangelos / Kargakos, Andreas / Tsiogas, Efthimios / Kostavelis, Ioannis / Giakoumis, Dimitrios / Tzovaras, Dimitrios et al. | 2019
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Optimization of the Radio Access to Provide Vehicular Communications Based on Drive TestsPolegre, Alberto Alvarez / Leal, Raquel Perez / Garcia, Jose Antonio Garcia / Armada, Ana Garcia et al. | 2019
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Wireless Multi-group Multicast Precoding with Selective RF Energy HarvestingGautam, Sumit / Lagunas, Eva / Chatzinotas, Symeon / Ottersten, Bjorn et al. | 2019
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Improved Waveforms for Time-Efficient Radar Range Measurement DisambiguationDaniel, Alexander Michael et al. | 2019
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Subjective Evaluation of Light Field Image Compression Methods based on View SynthesisBakir, Nader / Fezza, Sid Ahmed / Hamidouche, Wassim / Samrouth, Khouloud / Deforges, Olivier et al. | 2019
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Infinite Impulse Response Echo Canceller in STFT Domain for Reverberant EnvironmentsSchreibman, Amos / Markovich-Golan, Shmulik et al. | 2019
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Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning TechniquesGarcia, Jose Gabriel / Colomer, Adrian / Lopez-Mir, Fernando / Mossi, Jose M. / Naranjo, Valery et al. | 2019
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ON-IN: An On-Node and In-Node Based Mechanism for Big Data Collection in Large-Scale Sensor NetworksIbrahim, Marwa / Harb, Hassan / Nasser, Abbass / Mansour, Ali / Osswald, Christophe et al. | 2019
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Low-Rank Approximation via the Generalized Reweighted Iterative Nuclear NormHuang, Yan / Lan, Lan / Zhang, Lei et al. | 2019
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Integration of High Speed Train Channel Measurements in System Level SimulationsMuller, Martin Klaus / Dominguez-Bolano, Tomas / Garcia-Naya, Jose A. / Castedo, Luis / Rupp, Markus et al. | 2019
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Wavelength Proportional Arrangement of Virtual Microphones Based on Interpolation/Extrapolation for Underdetermined Speech EnhancementJinzai, Ryoga / Yamaoka, Kouei / Matsumoto, Mitsuo / Makino, Shoji / Yamada, Takeshi et al. | 2019
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Switch-Based Hybrid Precoding in mmWave Massive MIMO SystemsNosrati, Hamed / Aboutanios, Elias / Smith, David / wang, Xiangrong et al. | 2019
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A Novel Compressive Sensing Scheme under the Variational Bayesian FrameworkOikonomou, Vangelis P. / Nikolopoulos, Spiros / Kompatsiaris, Ioannis et al. | 2019
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An NMF-Based Approach for Hyperspectral Unmixing Using a New Multiplicative-tuning Linear Mixing Model to Address Spectral VariabilityBenhalouche, Fatima Zohra / Karoui, Moussa Sofiane / Deville, Yannick et al. | 2019
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Full Covariance Fitting DoA Estimation Using Partial Relaxation FrameworkSchenck, David / Trinh, Minh / Mestre, Hoang Xavier / Viberg, Mats / Pesavento, Marius et al. | 2019
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A Graph Signal Processing Framework for Atrial Activity ExtractionSun, Miao / Isufi, Elvin / Natasja M.S., de Groot / Hendriks, Richard C. et al. | 2019
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Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentationCohen-Hadria, Alice / Roebel, Axel / Peeters, Geoffroy et al. | 2019
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Subsampling of Multivariate Time-Vertex Graph SignalsHumbert, Pierre / Oudre, Laurent / Vayatis, Nicolas et al. | 2019
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Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial NetworksEbenezer, Joshua Peter / Das, Bijaylaxmi / Mukhopadhyay, Sudipta et al. | 2019
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Deep Neural Network Based Poetic Meter Classification Using Musical Texture Feature FusionRajan, Rajeev / Raju, Anu Alphonsa et al. | 2019
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Sensor Selection and Rate Distribution Based Beamforming in Wireless Acoustic Sensor NetworksZhang, Jie / Heusdens, Richard / Hendriks, Richard C. et al. | 2019
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All-Powerful Learning Algorithm for the Priority Access in Cognitive NetworkAlmasri, M. / Mansour, A. / Moy, C. / Assoum, A. / Osswald, C. / Jeune, D. Le et al. | 2019
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Node activity monitoring in heterogeneous networks using energy sensorsPerez, Jesus / Via, Javier / Vielva, Luis et al. | 2019
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Coded Aperture Design for Super-Resolution Phase RetrievalBacca, Jorge / Pinilla, Samuel / Arguello, Henry et al. | 2019
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Semidefinite Programming for MIMO Radar Target Localization using Bistatic Range MeasurementsWang, Hongyi / Zhang, Bingbing / Zheng, Liming / Wu, Jianfei et al. | 2019
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Fast Surface Detection in Single-Photon Lidar WaveformsTachella, J. / Altmann, Y. / McLaughlin, S. / Tourneret, J.-Y. et al. | 2019
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Adaptive Localized Cayley Parametrization Technique for Smooth optimization over the Stiefel ManifoldKume, Keita / Yamada, Isao et al. | 2019
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Automated forensic ink determination in handwritten documents by clusteringKalbitz, Michael / Vielhauer, Claus et al. | 2019
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Iterative Wiener Filtering for Deconvolution with Ringing Artifact SuppressionSroubek, Filip / Kerepecky, Tomas / Kamenicky, Jan et al. | 2019
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Multi-Microphone Speaker Separation based on Deep DOA EstimationChazan, Shlomo E. / Hammer, Hodaya / Hazan, Gershon / Goldberger, Jacob / Gannot, Sharon et al. | 2019
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A Novel Design Method for Digital FIR/IIR Filters Based on the Shuffle Frog-Leaping AlgorithmJimenez-Galindo, Daniel / Casaseca-de-la-Higuera, Pablo / San-Jose-Revuelta, Luis M. et al. | 2019
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Partially Adversarial Learning and AdaptationChien, Jen-Tzung / Lyu, Yu-Ying et al. | 2019
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Analytical Method to Convert Circular Harmonic Expansion Coefficients for Sound Field Synthesis by Using Multipole Loudspeaker ArrayTsutsumi, Kimitaka / Imaizumi, Kenta / Nakadaira, Atsushi / Haneda, Yoichi et al. | 2019
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Cardiac Motion Estimation Using Convolutional Sparse CodingDiaz, Nelson / Basarab, Adrian / Tourneret, Jean-Yves / Fuentes, Henry Arguello et al. | 2019
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A Robust and Sequential Approach for Detecting Gait Asymmetry Based on Radar Micro-Doppler SignaturesSeifert, Ann-Kathrin / Reinhard, Dominik / Zoubir, Abdelhak M. / Amin, Moeness G. et al. | 2019
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Complexity-Reduced Suboptimal Equalization with Monte Carlo Based MIMO DetectorsFernandes, Guilherme C. G. / Bruno, Marcelo G. S. et al. | 2019
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Secure Dictionary Learning for Sparse RepresentationNakachi, Takayuki / Bandoh, Yukihiro / Kiya, Hitoshi et al. | 2019
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Joint Singing Voice Separation and F0 Estimation with Deep U-Net ArchitecturesJansson, Andreas / Bittner, Rachel M. / Ewert, Sebastian / Weyde, Tillman et al. | 2019
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Graph Spectral Domain Features for Static Hand Gesture RecognitionAlwaely, Basheer / Abhayaratne, Charith et al. | 2019
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Measurement-based Wideband Radio Channel Characterization in an Underground Parking LotMiao, Yang / Wang, Wei / Rodriguez-Pinneiro, Jose / Dominguez-Bolano, Tomaas / Gong, Yi et al. | 2019
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Memory-Optimized Voronoi Cell-based Parallel Kernels for the Shortest Vector Problem on LatticesCabeleira, Filipe / Mariano, Artur / Falcao, Gabriel et al. | 2019
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Estimating & Mitigating the Impact of Acoustic Environments on Machine-to-Machine SignallingMatt, Amogh / Stowell, Dan et al. | 2019
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HMM-based Convolutional LSTM for Visual Scanpath PredictionVerma, Ashish / Sen, Debashis et al. | 2019
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TV-CAR speech analysis based on Regularized LPFunaki, Keiichi et al. | 2019
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A Low Complexity Image Compression Algorithm for IoT Multimedia ApplicationsCampobello, Giuseppe / Segreto, Antonino et al. | 2019
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Low-Complexity Switching Network Design for Hybrid Precoding in mmWave MIMO SystemsMolina, Francesc / Borras, Jordi et al. | 2019
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A Probabilistic Method to Find and Visualize Distinct Regions in Protein SequencesHosseini, Morteza / Pratas, Diogo / Pinho, Armando J. et al. | 2019
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End-to-End Language Identification Using a Residual Convolutional Neural Network with Attentive Temporal PoolingMonteiro, Joao / Alam, Jahangir / Bhattacharya, Gautam / Falk, Tiago H. et al. | 2019
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Gaze Tracking by Joint Head and Eye Pose Estimation Under Free Head MovementCristina, Stefania / Camilleri, Kenneth P. et al. | 2019
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Model-based Optimization of a Low-dimensional Modulation Filter Bank for DRR and T60 EstimationAgcaer, Semih / Martin, Rainer et al. | 2019
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Shuffling for understanding multifractality, application to asset price time seriesAbry, Patrice / Malevergne, Yannick / Wendt, Herwig / Senneret, Marc / Jaffres, Laurent / Liaustrat, Blaise et al. | 2019
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One-Class Feature Learning Using Intra-Class SplittingSchlachter, Patrick / Liao, Yiwen / Yang, Bin et al. | 2019
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Sounding Industry: Challenges and Datasets for Industrial Sound AnalysisGrollmisch, Sascha / Abeber, Jakob / Liebetrau, Judith / Lukashevich, Hanna et al. | 2019
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Classification of Brainwaves Using Convolutional Neural NetworkJoshi, Swapnil R. / Headley, Drew B. / Ho, K. C. / Pare, Denis / Nair, Satish S. et al. | 2019
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Optimum Trajectory Planning for Robotic Data Ferries in Delay Tolerant Wireless Sensor NetworksNurellari, Edmond / Licea, Daniel Bonilla / Ghogho, Mounir et al. | 2019
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Image and Ontological Information Fusion for Cataract Surgery RecommendationGalveia, Jose Nuno / Cruz, Luis A. da Silva / Travassos, Antonio et al. | 2019
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Concatenated Identical DNN (CI-DNN) to Reduce Noise-Type Dependence in DNN-Based Speech EnhancementXu, Ziyi / Strake, Maximilian / Fingscheidt, Tim et al. | 2019
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Providing Spatial Control in Personal Sound Zones Using Graph Signal ProcessingMoles-Cases, Vicent / Piuero, Gema / Gonzalez, Alberto / Diego, Maria de et al. | 2019
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Neuro-Inspired Compression of RGB ImagesDoutsi, Effrosyni / Tzagkarakis, George / Tsakalides, Panagiotis et al. | 2019
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Tracking Recurring Patterns in Time Series Using Dynamic Time Warpingvan der Vlist, Rik / Taal, Cees / Heusdens, Richard et al. | 2019
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Neural Network Aided Computation of Generalized Spatial Modulation CapacityTato, Anxo / Mosquera, Carlos / Henarejos, Pol / Perez-Neira, Ana et al. | 2019
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Multimodal Image Super-resolution via Deep Unfolding with Side InformationMarivani, Iman / Tsiligianni, Evaggelia / Cornelis, Bruno / Deligiannis, Nikos et al. | 2019
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Connections between Reassigned Spectrum and Least Squares Estimation for Sinusoidal ModelsPantazis, Yannis / Tsiaras, Vassilis / Stylianou, Yannis et al. | 2019
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Block Sparsity-Based DOA Estimation with Sensor Gain and Phase UncertaintiesHuang, Huiping / Faus, Michael / Zoubir, Abdelhak M. et al. | 2019
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Evaluation of Modifications to CPPPSNR in 360° Video Quality AssessmentAdhuran, Jayasingam / Kulupana, Gosala / Galkandage, ukChathura / Fernando, Anil et al. | 2019
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A New Signal-Selective Wide-Band Ambiguity FunctionNapolitano, Antonio et al. | 2019
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A Novel Particle Filter for High-Dimensional Systems Using Penalized PerturbationsEl-Laham, Yousef / Krayem, Zahraa / Maghakian, Jessica / Bugallo, Monica et al. | 2019
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Löwner-Based Tensor Decomposition for Blind Source Separation in Atrial Fibrillation ECGsde Oliveira, Pedro Marinho R. / Zarzoso, Vicente et al. | 2019
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Defining Graph Signal Distances Using an Optimal Mass Transport FrameworkJuhlin, Maria / Elvander, Filip / Jakobsson, Andreas et al. | 2019
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A Speech Reconstruction Algorithm via Iteratively Reweighted ℓ2 Minimization for MFCC CodecMin, Gang / Zhang, Xiongwei / Liu, Xiangyang / Zhang, Changqing / Chen, Yanpu et al. | 2019
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Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute DifferencesSilva-Rodriguez, Julio / Colomer, Adrian / Meseguer, Marcos / Naranjo, Valery et al. | 2019
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Distributed Consensus-Based Extended Kalman Filtering: A Bayesian PerspectiveWang, Shengdi / Dekorsy, Armin et al. | 2019
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A Highly Reliable Wrist-Worn Acceleration-Based Fall DetectorSALEH, Majd / GEORGI, Nawras / ABBAS, Manuel / JEANNES, Regine LE BOUQUIN et al. | 2019
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Detection, Enumeration and Localization of Underwater Acoustic SourcesNagesha, P. V. / Anand, G. V. / Kalyanasundaram, N. / Gurugopinath, Sanjeev et al. | 2019
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Kernel Based Online Change Point DetectionBouchikhi, Ikram / Ferrari, Andre / Richard, Cedric / Bourrier, Anthony / Bernot, Marc et al. | 2019
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Validation framework for building a spectrum sharing testbed for integrated satellite-terrestrial systems : Invited PaperHoyhtya, Marko / Hoppari, Mika / Majanen, Mikko et al. | 2019
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FPGA Implementation of a TVWS Up- and Downconverter Using Non-Power-of-Two FFT Modulated Filter BanksAnis, Vianney / Guo, Jincheng / Weiss, Stephan / Crockett, Louise H. et al. | 2019
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An Environment for Gestural Interaction with 3D Virtual Musical Instruments as an Educational ToolGaroufis, C. / Zlatintsi, A. / Kritsis, K. / Filntisis, P.P. / Katsouros, V. / Maragos, P. et al. | 2019
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Multiple k-Means Clustering Based Locally Low-Rank Approach to Nonlinear Matrix CompletionKonishi, Katsumi / Shise, Tomoki / Sasaki, Ryohei / Furukawa, Toshihiro et al. | 2019
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Patch-Based Colour Transfer with Optimal TransportAlghamdi, Hana / Grogan, Mairead / Dahyot, Rozenn et al. | 2019
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Separation of independent/dependent sources using copulasMamouni, N. / Fenniri, H. / Ghazdali, A. / Hakim, A. / Keziou, A. et al. | 2019
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Fully Adaptive Savitzky-Golay Type SmoothersNiedzwiecki, Maciej / Ciolek, Marcin et al. | 2019
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Monaural Speech Separation with Deep Learning Using Phase Modelling and Capsule NetworksStaines, Toby / Weyde, Tillman / Galkin, Oleksandr et al. | 2019
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Gearbox Fault Diagnosis Using Convolutional Neural Networks And Support Vector MachinesChen, Zhuyun / Liu, Chenyu / Gryllias, Konstantinos / Li, Weihua et al. | 2019
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Sound-based Distance Estimation for Indoor Navigation in the Presence of Ego NoiseSaqib, Usama / Jensen, Jesper Rindom et al. | 2019
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Hybrid Octree-Plane Point Cloud Geometry CodingDricot, Antoine / Ascenso, Joao et al. | 2019
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Realtime 2-D DOA Estimation using Phase-Difference Projection (PDP)Chen, Hui / Ballal, Tarig / Liu, Xing / Al-Naffouri, Tareq Y. et al. | 2019
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Training Variational Autoencoders with Discrete Latent Variables Using Importance SamplingBartler, Alexander / Wiewel, Felix / Mauch, Lukas / Yang, Bin et al. | 2019
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Permutation Alignment Based on MUSIC Spectrum Discrepancy for Blind Source SeparationTachioka, Yuuki et al. | 2019
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Prediction Residue Analysis in MPEG-2 Double Compressed Video SequencesVazquez-Padin, D. / Perez-Gonzalez, Fernando et al. | 2019
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On Multivariate Non-Gaussian Scale Invariance: Fractional Lévy Processes And Wavelet EstimationBoniece, B. Cooper / Didier, Gustavo / Wendt, Herwig / Abry, Patrice et al. | 2019
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Discrete-Valued Vector Reconstruction by Optimization with Sum of Sparse RegularizersHayakawa, Ryo / Hayashi, Kazunori et al. | 2019
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DNN Speaker Embeddings Using Autoencoder Pre-TrainingKhan, Umair / Hernando, Javier et al. | 2019
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Deep Convolutional and LSTM Neural Network Architectures on Leap Motion Hand Tracking Data SequencesKritsis, Kosmas / Kaliakatsos-Papakostas, Maximos / Katsouros, Vassilis / Pikrakis, Aggelos et al. | 2019
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Data Augmentation for Drum Transcription with Convolutional Neural NetworksJacques, Celine / Roebel, Axel et al. | 2019
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Multiscale Permutation Entropy: Statistical Characterization on Autoregressive and Moving Average ProcessesDavalos, Antonio / Jabloun, Meryem / Ravier, Philippe / Buttelli, Olivier et al. | 2019
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MIMO Receiver with Reduced Number of RF Chains Based on 4D Array and Software Defined RadioBogdan, Grzegorz / Godziszewski, Konrad / Yashchyshyn, Yevhen et al. | 2019
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Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral ImagesLagrange, Adrien / Fauvel, Mathieu / May, Stephane / Bioucas-Dias, Jose M. / Dobigeon, Nicolas et al. | 2019
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How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?Yahaya, Farouk / Puigt, Matthieu / Delmaire, Gilles / Roussel, Gilles et al. | 2019
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A Dyadic Particle Filter for Price PredictionNtemi, Myrsini / Kotropoulos, Constantine et al. | 2019
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Auto-calibration of Uniform Linear Array AntennasMcKelvey, Tomas et al. | 2019
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Audio-Visual Speech Enhancement using Hierarchical Extreme Learning MachineHussain, Tassadaq / Tsao, Yu / Wang, Hsin-Min / Wang, Jia-Ching / Siniscalchi, Sabato Marco / Liao, Wen-Hung et al. | 2019
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Analysing Deep Learning-Spectral Envelope Prediction Methods for Singing SynthesisBous, Frederik / Roebel, Axel et al. | 2019
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Combining Evidences from Variable Teager Energy Source and Mel Cepstral Features for Classification of Normal vs. Pathological VoicesPatil, Hemant A. et al. | 2019
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Lossless Image Coding Exploiting Local and Non-local Information via Probability Model OptimizationUnno, Kyohei / Kameda, Yusuke / Matsuda, Ichiro / Itoh, Susumu / Naito, Sei et al. | 2019
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Rethinking Sampling in Parallel MRI: A Data-Driven ApproachGozcu, Baran / Sanchez, Thomas / Cevher, Volkan et al. | 2019
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A Temporal Dependency Model for Rate-Distortion Optimization in Video CodingHan, Jingning / Wilkins, Paul / Xu, Yaowu / Bankoski, James et al. | 2019
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Non-Destructive Prediction of Pork Meat Degradation using a Stacked Autoencoder Classifier on Hyperspectral ImagesGallo, B. B. / de Almeida, S. J. M. / Bermudez, J. C. M. / Chen, J. / Richard, C. et al. | 2019
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Probabilistic Tensor Train DecompositionHinrich, Jesper L. / Morup, Morten et al. | 2019
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Multi-scale Aggregation of Phase Information for Complexity Reduction of CNN Based DOA EstimationChakrabarty, Soumitro / Emanuel A.P., Habets et al. | 2019
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Efficiency of the bio-inspired Leaky Integrate-and-Fire neuron for signal codingDoutsi, Effrosyni / Fillatre, Lionel / Antonini, Marc et al. | 2019
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A Data Augmentation Approach for Sampling Gaussian Models in High DimensionMarnissi, Y. / Abboud, D. / Chouzenoux, E. / Pesquet, J-C. / El-Badaoui, M. / Benazza-Benyahia, A. et al. | 2019
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CNN-based Multichannel End-to-End Speech Recognition for Everyday Home Environments*Yalta, Nelson / Watanabe, Shinji / Hori, Takaaki / Nakadai, Kazuhiro / Ogata, Tetsuya et al. | 2019
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2D Fourier Transform Based Analysis Comparing the DFA with the DMABerthelot, Bastien / Grivel, Eric / Legrand, Pierrick / Donias, Marc / Andre, Jean-Marc / Mazoyer, Patrick / Ferreira, Thierry et al. | 2019
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Introducing SPAIN (SParse Audio INpainter)Mokry, Ondrej / Zaviska, Pavel / Rajmic, Pavel / Vesely, Vitezslav et al. | 2019
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Free Registration Based Shape Prior for Active Contourssakly, Ines / Mezghich, Mohamed Amine / M'hiri, Slim / Ghorbel, Faouzi et al. | 2019
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Atomic Norms In Group Sliding Sparse RecoverySanchez, Carlos Buelga / Gregoratti, David / Mestre, Xavier et al. | 2019
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Bayesian time-domain multiple sound source localization for a stochastic machineFrisch, Raphael / Faix, Marvin / Droulez, Jacques / Girin, Laurent / Mazer, Emmanuel et al. | 2019
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Waveform optimization for FDA RadarRubinshtein, Nitsan / Tabrikian, Joseph et al. | 2019
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Context-Aware Neural Voice Activity Detection Using Auxiliary Networks for Phoneme Recognition, Speech Enhancement and Acoustic Scene ClassificationMasumura, Ryo / Matsui, Kiyoaki / Koizumi, Yuma / Fukutomi, Takaaki / Oba, Takanobu / Aono, Yushi et al. | 2019
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A Single ECG Lead-Based Oscillation Index for the Quantification of Periodic Breathing in Severe Heart Failure PatientsGuyot, Pauline / Djermoune, El-Hadi / Bastogne, Thierry / Chenuel, Bruno et al. | 2019
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A Quality of Recognition Case Study: Texture-based Segmentation and MRI Quality AssessmentRodrigues, Rafael / Antonio Pinheiro, M. G. et al. | 2019
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Detecting the Rank of a Symmetric TensorMarmin, Arthur / Castella, Marc / Pesquet, Jean-Christophe et al. | 2019
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Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT imagesAmor, Rocio del / Morales, Sandra / Colomer, Adria n / Mossi, Jose M. / Woldbye, David / Klemp, Kristian / Larsen, Michael / Naranjo, Valery et al. | 2019
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Deep Log-Likelihood Ratio QuantizationArvinte, Marius / Tewfik, Ahmed H. / Vishwanath, Sriram et al. | 2019
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Collecting, Analyzing and Predicting Socially-Driven Image InterestingnessBerson, Eloiise / Ngoc Duong, Q. K. / Demarty, Claire-Helene et al. | 2019
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Ship Classification from Multi-Spectral Satellite Imaging by Convolutional Neural NetworksGrasso, Raffaele et al. | 2019
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Audio-Based Epileptic Seizure DetectionIstiaq Ahsan, M.N. / Kertesz, Csaba / Mesaros, Annamaria / Heittola, Toni / Knight, Andrew / Virtanen, Tuomas et al. | 2019
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Deep Reinforcement Learning for Autonomous Model-Free Navigation with Partial ObservabilityTapia, Daniel / Parras, Juan / Zazo, Santiago et al. | 2019
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Referenceless Performance Evaluation of Audio Source Separation using Deep Neural NetworksGrais, Emad M. / Wierstorf, Hagen / Ward, Dominic / Mason, Russell / Plumbley, Mark D. et al. | 2019
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Rank-one Tensor Approximation with Beta-divergence Cost FunctionsVandecappelle, Michiel / Vervliet, Nico / De Lathauwer, Lieven et al. | 2019
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NLOS Classification Based on RSS and Ranging Statistics Obtained from Low-Cost UWB DevicesBarral, Valentin / Escudero, Carlos J. / Garcia-Naya, Jose A. et al. | 2019
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A Self-Tuned Architecture for Human Activity Recognition Based on a Dynamical Recurrence Analysis of Wearable Sensor DataZervou, M.-A. / Tzagkarakis, G. / Panousopoulou, A. / Tsakalides, P. et al. | 2019
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NAViDAd: A No-Reference Audio-Visual Quality Metric Based on a Deep AutoencoderMartinez, Helard / Mylene C.Q., Farias / Hines, Andrew et al. | 2019
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Tensor Network Kalman Filter for LTI SystemsGedon, Daniel / Piscaer, Pieter / Batselier, Kim / Smith, Carlas / Verhaegen, Michel et al. | 2019
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Comparison of Parameter Estimation Methods for Single-Microphone Multi -Frame Wiener FilteringFischer, Dorte / Brumann, Klaus / Doclo, Simon et al. | 2019
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Low Complexity Robust Adaptive Beamformer Based On Parallel RLMS and Kalman RLMSAkkad, Ghattas / Mansour, Ali / ElHassan, Bachar A. / Srar, Jalal / Najem, Mohamad / Roy, Frederic Le et al. | 2019
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Deep Learning Based Localization of Near-Field Sources with Exact Spherical Wavefront ModelLiu, Wenyi / Xin, Jingmin / Zuo, Weiliang / Li, Jie / Zheng, Nanning / Sano, Akira et al. | 2019
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Improving the Performance of Lightweight CNN models using Minimum Enclosing Ball RegularizationTzelepi, Maria / Tefas, Anastasios et al. | 2019
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A Non-iterative Reconstruction Algorithm for Single Pixel Spectral Imaging with Side InformationBacca, Jorge / Correa, Claudia V. / Arguello, Henry et al. | 2019
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Understanding Support Vector Machines with Polynomial KernelsVinge, Rikard / McKelvey, Tomas et al. | 2019
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Imaging Experiment of Multi-Pinhole Based X-Ray Fluorescence Computed Tomography Using Rat Head PhantomsSasaya, Tenta / Oouchi, Tsuyoshi / Yuasa, Tetsuya / Seo, Seung-Jun / Jeon, Jae-Geun / Kim, Jong-Ki / Sunaguchi, Naoki / Hyodo, Kazuyuki / Zeniya, Tsutomu et al. | 2019
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Source Enumeration in Non-White Noise and Small Sample Size via Subspace AveragingGarg, Vaibhav / Santamaria, Ignacio et al. | 2019
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Electromagnetic imaging of a dielectric micro-structure via convolutional neural networksRan, Peipei / Qin, Yingying / Lesselier, Dominique et al. | 2019
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Finding Common Image Semantics for Urban Perceived Safety Based on Pairwise ComparisonsCosta, Gabriel / Soares, Claudia / Marques, Manuel et al. | 2019
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Low-Rank Data Matrix Recovery With Missing Values And Faulty SensorsLopez-Valcarce, Roberto / Sala-Alvarez, Josep et al. | 2019
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Compensating for Object Variability in DNN–HMM Object-Centered Human Activity RecognitionPeng, Yikai / Jancovic, Peter / Russell, Martin et al. | 2019
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Ofdm Spectral Precoding With Per-Subcarrier Distortion ConstraintsHussain, Khawar / Lopez-Valcarce, Roberto et al. | 2019
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Real-Time Hand Gesture Recognition Model Using Deep Learning Techniques and EMG SignalsChung, Edison A. / Benalcazar, Marco E. et al. | 2019
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Discriminative Joint Vector And Component Reduction For Gaussian Mixture ModelsBar-Yosef, Yossi / Bistritz, Yuval et al. | 2019
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Improving FISTA’s Speed of Convergence via a Novel Inertial SequenceRodriguez, Paul et al. | 2019
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Perception of non-native phoneme contrasts in 8-13 months infants: tensor-based analysis of EEG signalsAghabeig, Mansoureh / Balaj, Bibianna / Dreszer, Joanna / Lewandowska, Monika / Milner, Rafal / Pawlaczyk, Natalia / Piotrowski, Tomasz / Szmytke, Magdalena / Duch, Wlodzislaw et al. | 2019