An Introduction to Restricted Boltzmann Machines (Englisch)
- Neue Suche nach: Fischer, A.
- Neue Suche nach: Igel, C.
- Neue Suche nach: Fischer, A.
- Neue Suche nach: Igel, C.
- Neue Suche nach: Alvarez, Luis
In:
Iberoamerican Congress on Pattern Recognition
7441
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14-36
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2012
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Print
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Titel:An Introduction to Restricted Boltzmann Machines
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Beteiligte:
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Kongress:17th, Iberoamerican Congress on Pattern Recognition ; 2012 ; Buenos Aires, Argentina
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Erschienen in:Iberoamerican Congress on Pattern Recognition , 7441 ; 14-36LECTURE NOTES IN COMPUTER SCIENCE , 7441 ; 14-36
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Verlag:
- Neue Suche nach: Springer
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Erscheinungsort:Heidelberg
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Erscheinungsdatum:01.01.2012
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Format / Umfang:23 pages
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Anmerkungen:Includes bibliographical references and author index. CIARP 2012.
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ISBN:
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ISSN:
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Medientyp:Aufsatz (Konferenz)
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Format:Print
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Sprache:Englisch
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Schlagwörter:
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Datenquelle:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
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Optimal ``Anti-Bayesian'' Parametric Pattern Classification Using Order Statistics CriteriaThomas, A. / Oommen, B.J. et al. | 2012
- 14
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An Introduction to Restricted Boltzmann MachinesFischer, A. / Igel, C. et al. | 2012
- 37
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Human Activity Recognition with 2D and 3D CamerasLiu, Z. et al. | 2012
- 38
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Smooth Signed Distance Surface Reconstruction and ApplicationsTaubin, G. et al. | 2012
- 46
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Robot, Pass Me the Scissors! How Robots Can Assist Us in the Operating RoomWachs, J.P. et al. | 2012
- 58
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Pattern Recognition in TransportationRodriguez-Serrano, J.A. et al. | 2012
- 59
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The Intrinsic Dimensionality of Attractiveness: A Study in Face ProfilesBottino, A. / Laurentini, A. et al. | 2012
- 67
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A Hybrid of Principal Component Analysis and Partial Least Squares for Face Recognition across PoseJaiswal, A. / Kumar, N. / Agrawal, R.K. et al. | 2012
- 74
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Gender Classification in Large DatabasesRamon-Balmaseda, E. / Lorenzo-Navarro, J. / Castrillon-Santana, M. et al. | 2012
- 82
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Combining Face and Facial Feature Detectors for Face Detection Performance ImprovementCastrillon-Santana, M. / Hernandez-Sosa, D. / Lorenzo-Navarro, J. et al. | 2012
- 90
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Randomized Face Recognition on Partially Occluded ImagesAndres, A.M. / Padovani, S. / Tepper, M. / Mejail, M. / Jacobo, J. et al. | 2012
- 98
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Face Recognition: Would Going Back to Functional Nature Be a Good Idea?Hernandez, N. / Martinez-Diaz, Y. / Porro-Munoz, D. / Mendez-Vazquez, H. et al. | 2012
- 106
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Dissimilarity Representations Based on Multi-Block LBP for Face DetectionMartinez-Diaz, Y. / Mendez-Vazquez, H. / Plasencia-Calana, Y. / Garcia-Reyes, E.B. et al. | 2012
- 114
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On the Vulnerability of Iris-Based Systems to a Software Attack Based on a Genetic AlgorithmGomez-Barrero, M. / Galbally, J. / Tome, P. / Fierrez, J. et al. | 2012
- 122
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On the Robustness of Kernel-Based ClusteringGonzalez, F.A. / Bermeo, D. / Ramos, L. / Nasraoui, O. et al. | 2012
- 130
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An Improved Multi-Class Spectral Clustering Based on Normalized CutsPeluffo-Ordonez, D.H. / Acosta-Medina, C.D. / Castellanos-Dominguez, C.G. et al. | 2012
- 138
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A Simple Hybrid Method for Semi-Supervised LearningAhumada, H.C. / Granitto, P.M. et al. | 2012
- 146
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Clustering of Incomplete Data and Evaluation of Clustering QualityRyazanov, V.V. et al. | 2012
- 154
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A New Classifier Combination Scheme Using Clustering EnsembleDuval-Poo, M.A. / Sosa-Garcia, J. / Guerra-Gandon, A. / Vega-Pons, S. / Ruiz-Shulcloper, J. et al. | 2012
- 162
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Nested Dichotomies Based on ClusteringDuarte-Villasenor, M.M. / Carrasco-Ochoa, J.A. / Martinez-Trinidad, J.F. / Flores-Garrido, M. et al. | 2012
- 170
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Combining Re-Ranking and Rank Aggregation MethodsPedronette, D.C.G. / da S. Torres, R. et al. | 2012
- 179
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Extracting Understandable 3D Object Groups with Multiple Similarity MetricsAdan, A. / Adan, M. et al. | 2012
- 187
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Semantic Representation of Geospatial Objects Using Multiples Knowledge DomainsLarin-Fonseca, R. / Garea-Llano, E. et al. | 2012
- 196
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Feature Extraction and Classification for Insect Footprint RecognitionShin, B.-S. / Russell, J. / Klette, R. et al. | 2012
- 204
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Vector Transition Classes Generation from Fuzzy Overlapping ClassesGrandchamp, E. / Regis, S. / Rousteau, A. et al. | 2012
- 212
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Infant Cry Classification Using Genetic Selection of a Fuzzy ModelRosales-Perez, A. / Reyes-Garcia, C.A. / Gonzalez, J.A. / Arch-Tirado, E. et al. | 2012
- 220
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Intention, Context and Gesture Recognition for Sterile MRI Navigation in the Operating RoomJacob, M. / Cange, C. / Packer, R. / Wachs, J.P. et al. | 2012
- 228
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Facilitated Gesture Recognition Based Interfaces for People with Upper Extremity Physical ImpairmentsJiang, H. / Wachs, J.P. / Duerstock, B.S. et al. | 2012
- 236
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A Performance Evaluation of HMM and DTW for Gesture RecognitionCarmona, J.M. / Climent, J. et al. | 2012
- 244
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Human Gait Identification Using Persistent HomologyLamar-Leon, J. / Garcia-Reyes, E.B. / Gonzalez-Diaz, R. et al. | 2012
- 252
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STOP: Space-Time Occupancy Patterns for 3D Action Recognition from Depth Map SequencesVieira, A.W. / Nascimento, E.R. / Oliveira, G.L. / Liu, Z. / Campos, M.F.M. et al. | 2012
- 260
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Human Activity Recognition by Class Label LLEValencia-Aguirre, J. / Alvarez-Meza, A.M. / Daza-Santacoloma, G. / Acosta-Medina, C.D. / Castellanos-Dominguez, G. et al. | 2012
- 268
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Fast Non-parametric Action RecognitionUbalde, S. / Goussies, N.A. et al. | 2012
- 276
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An Human-Computer Interface Using Facial Gestures for the Game of TrucoCastillo, G. / Avendano, S. / Goussies, N.A. et al. | 2012
- 284
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Using Word Graphs as Intermediate Representation of Uttered SentencesGomez, J.A. / Sanchis, E. et al. | 2012
- 292
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Image Classification Using Frequent Approximate SubgraphsAcosta-Mendoza, N. / Morales-Gonzalez, A. / Gago-Alonso, A. / Garcia-Reyes, E.B. / Medina-Pagola, J.E. et al. | 2012
- 300
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Using Rough Sets and Maximum Similarity Graphs for Nearest Prototype ClassificationVilluendas-Rey, Y. / Caballero-Mota, Y. / Garcia-Lorenzo, M.M. et al. | 2012
- 308
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Hierarchical Elastic Graph Matching for Hand Gesture RecognitionLi, Y.-T. / Wachs, J.P. et al. | 2012
- 316
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On Speeding up Frequent Approximate Subgraph MiningAcosta-Mendoza, N. / Gago-Alonso, A. / Medina-Pagola, J.E. et al. | 2012
- 324
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Segmentation of Building Facade DomesShalunts, G. / Haxhimusa, Y. / Sablatnig, R. et al. | 2012
- 332
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Human Relative Position Detection Based on Mutual OcclusionBorjas, V. / Drozdzal, M. / Radeva, P. / Vitria, J. et al. | 2012
- 340
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Online Matrix Factorization for Multimodal Image RetrievalCaicedo, J.C. / Gonzalez, F.A. et al. | 2012
- 348
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Improved HSI Color Space for Color Image SegmentationAlvarado-Cervantes, R. / Felipe-Riveron, E.M. et al. | 2012
- 355
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Wavelet-FFT Filter Applied to Non Uniformity Correction in Infrared Imaging SystemMartin, C.S. / Deocares, C. / Godoy, S. / Meza, P. / Bonilla, D. et al. | 2012
- 364
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Concealing Damaged Coded Images Using Improved FSE with Critical Support AreaRamirez-Acosta, A.A. / Garcia-Vazquez, M.S. / Kumar, S. et al. | 2012
- 374
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Sketchable Histograms of Oriented Gradients for Object DetectionZaytseva, E. / Segui, S. / Vitria, J. et al. | 2012
- 382
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Supervised Biometric System Using Multimodal Compression SchemeChaabane, W. / Fournier, R. / Nait-ali, A. / Jacobo, J. / Mejail, M. / Mottalli, M. / Ramos, H. / Frery, A.C. / Viana, L. et al. | 2012
- 390
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A New Morphological Measure of Histogram BimodalityCatano, M.A. / Climent, J. et al. | 2012
- 398
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Street Detection with Asymmetric Haar FeaturesRamirez, G.A. / Fuentes, O. et al. | 2012
- 406
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Automatic Camera Pose Recognition in Planar View ScenariosAlvarez, L. / Gomez, L. / Henriquez, P. / Mazorra, L. et al. | 2012
- 414
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Texture Image Retrieval Based on Log-Gabor FeaturesNava, R. / Escalante-Ramirez, B. / Cristobal, G. et al. | 2012
- 422
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Image Retrieval Using Low Level Features of Object Regions with Application to Partially Occluded ImagesVimina, E.R. / Jacob, K.P. et al. | 2012
- 430
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Continuous Multi-way Shape Measure for Dissimilarity RepresentationPorro-Munoz, D. / Duin, R.P.W. / Orozco-Alzate, M. / Bustamante, I.T. et al. | 2012
- 438
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Improving Spider Recognition Based on Biometric Web AnalysisGonzalez, C.M.T. / Ticay-Rivas, J.R. / del Pozo-Banos, M. / Eberhard, W.G. / Alonso-Hernandez, J.B. et al. | 2012
- 447
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Legume Identification by Leaf Vein Images ClassificationLarese, M.G. / Craviotto, R.M. / Arango, M.R. / Gallo, C. / Granitto, P.M. et al. | 2012
- 455
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CAR-NF^+ : An Improved Version of CAR-NF ClassifierHernandez-Leon, R. / Hernandez-Palancar, J. / Carrasco-Ochoa, J.A. / Martinez-Trinidad, J.F. et al. | 2012
- 463
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Recognition of Patterns of Health Problems and Falls in the Elderly Using Data MiningPogorelc, B. / Gams, M. et al. | 2012
- 472
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SVMTOCP: A Binary Tree Base SVM Approach through Optimal Multi-class BinarizationCohen, D.A. / Fernandez, E.A. et al. | 2012
- 479
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On the Comparison of Structured DataCorrea-Morris, J. / Hernandez, N. et al. | 2012
- 487
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A Modification of the Lernmatrix for Real Valued Data ProcessingCarbajal-Hernandez, J.J. / Sanchez-Fernandez, L.P. / Sanchez-Perez, L.A. / Carrasco-Ochoa, J.A. / Martinez-Trinidad, J.F. et al. | 2012
- 495
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Automatic Design of Binary W-Operators Using Artificial Feed-Forward Neural Networks Based on the Weighted Mean Square Error Cost FunctionBenalcazar, M. / Brun, M. / Ballarin, V. / Passoni, I. / Meschino, G. / Pra, L.D. et al. | 2012
- 503
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On Using Asymmetry Information for Classification in Extended Dissimilarity SpacesPlasencia-Calana, Y. / Garcia-Reyes, E.B. / Duin, R.P.W. / Orozco-Alzate, M. et al. | 2012
- 511
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Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step SizeLopes, N. / Ribeiro, B. et al. | 2012
- 519
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Robust Asymmetric AdaboostOrmeno, P. / Ramirez, F. / Valle, C. / Allende-Cid, H. / Allende, H. et al. | 2012
- 527
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Enhancing the Performance of AdaBoost Algorithms by Introducing a Frequency Counting Factor for Weight Distribution UpdatingMerjildo, D.A.F. / Ling, L.L. et al. | 2012
- 535
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Significative Learning Using Alpha-Beta Associative MemoriesArmando, C.-S.E. / Cornelio, Y.-M. / Jesus, F.-N. et al. | 2012
- 543
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Early Visual Processing for Pattern Recognition in Natural EnvironmentsHerrera, R.M. et al. | 2012
- 551
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Motor Intention Recognition in EEG: In Pursuit of a Relevant Feature SetIturralde, P.A. / Patrone, M. / Lecumberry, F. / Fernandez, A. et al. | 2012
- 559
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Bag of Features for Automatic Classification of Alzheimer's Disease in Magnetic Resonance ImagesRueda, A. / Arevalo, J. / Cruz, A. / Romero, E. / Gonzalez, F.A. et al. | 2012
- 567
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An Automatic Segmentation Approach of Epithelial Cells NucleiMazo, C. / Trujillo, M. / Salazar, L. et al. | 2012
- 575
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Evaluation and Selection of Morphological Procedures for Automatic Detection of Micro-calcifications in Mammography ImagesDiaz-Huerta, C.C. / Felipe-Riveron, E.M. / Montano-Zetina, L.M. et al. | 2012
- 583
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Detection of Chickenpox Vesicles in Digital Images of Skin LesionsOyola, J. / Arroyo, V. / Ruedin, A. / Acevedo, D. et al. | 2012
- 591
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Real-time On-Board Image Processing Using an Embedded GPU for Monocular Vision-Based NavigationNitsche, M.A. / De Cristoforis, P. et al. | 2012
- 599
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Hardware/Software Co-design for Real Time Embedded Image Processing: A Case StudyPedre, S. / Krajnik, T. / Todorovich, E. / Borensztejn, P. et al. | 2012
- 607
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Dynamic Textures Segmentation with GPURodriguez, J.M. / Fernandez, F.G. / Buemi, M.E. / Jacobo-Berlles, J. et al. | 2012
- 615
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Fast Tracking Algorithm with Borders 1-D Histogram CorrelationCuretti, M. / Bravo, S.G. / Arri, G.S. / Mathe, L. et al. | 2012
- 624
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Disparity Confidence Measures on Engineered and Outdoor DataHaeusler, R. / Klette, R. et al. | 2012
- 632
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Speckle Reduction Using Stochastic DistancesTorres, L. / Cavalcante, T. / Frery, A.C. et al. | 2012
- 640
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Automatic Classification of Volcanic Earthquakes in HMM-Induced Vector SpacesAvesani, R. / Azzoni, A. / Bicego, M. / Orozco-Alzate, M. et al. | 2012
- 648
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Building Change Detection from Uniform RegionsBeumier, C. / Idrissa, M. et al. | 2012
- 656
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Generalized Statistical Complexity of SAR Imageryde Almeida, E.S. / de Medeiros, A.C. / Rosso, O.A. / Frery, A.C. et al. | 2012
- 664
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New Metrics to Evaluate Pattern Recognition in Remote Sensing ImagesKallel, M. / Naouai, M. / Slama, Y. et al. | 2012
- 674
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Polarimetric SAR Image Smoothing with Stochastic DistancesTorres, L. / Medeiros, A.C. / Frery, A.C. et al. | 2012
- 682
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Recognition and Real-Time Detection of Blinking Eyes on Electroencephalographic Signals Using Wavelet TransformSalinas, R. / Schachter, E. / Miranda, M. et al. | 2012
- 691
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Finite Rank Series Modeling for Discrimination of Non-stationary SignalsSepulveda-Cano, L.M. / Acosta-Medina, C.D. / Castellanos-Dominguez, G. et al. | 2012
- 699
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Quaternionic Analytic Signal Using Atomic FunctionsMoya-Sanchez, E.U. / Bayro-Corrochano, E. et al. | 2012
- 707
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Separation and Classification of Harmonic Sounds for Singing Voice DetectionRocamora, M. / Pardo, A. et al. | 2012
- 715
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Online Signature Verification Based on Legendre Series Representation. Consistency Analysis of Different Feature CombinationsParodi, M. / Gomez, J.C. et al. | 2012
- 724
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Gaussian Selection for Speaker Recognition Using Cumulative VectorsDiaz, F.J.R. / de Lara, J.R.C. / Hernandez-Sierra, G. et al. | 2012
- 732
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Speaker Recognition Using a Binary Representation and Specificities ModelsHernandez-Sierra, G. / Bonastre, J.-F. / de Calvo, J.R.C. et al. | 2012
- 740
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Analysis of the Multifractal Nature of Speech SignalsGonzalez, D.C. / Ling, L.L. / Violaro, F. et al. | 2012
- 749
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Beam-Search Formant Tracking Algorithm Based on Trajectory Functions for Continuous SpeechLainez, J.E.G. / Gonzalez, D.R. / Artiaga, A.M. / Solano, E.L. / de Lara, J.R.C. et al. | 2012
- 757
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Multi-level Modeling of Manuscripts for Authorship Identification with Collective Decision SystemsGodoy-Calderon, S. / Felipe-Riveron, E.M. / Herrera-Luna, E.C. et al. | 2012
- 765
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Extraction of Stationary Spectral Components Using Stochastic VariabilityCardenas-Pena, D. / Martinez-Vargas, J.D. / Castellanos-Dominguez, G. et al. | 2012
- 773
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Finding Edges by a Contrario Detection of Periodic SubsequencesTepper, M. / Muse, P. / Almansa, A. / Mejail, M. et al. | 2012
- 781
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A Non Bayesian Predictive Approach for Functional CalibrationHernandez, N. / Biscay, R.J. / Talavera, I. et al. | 2012
- 789
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Classifier Combination Using Random Walks on the Space of ConceptsSanchez, J. / Redolfi, J. et al. | 2012
- 797
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Stochastic Approaches of Minimum Distance Method for Region Based ClassificationNegri, R.G. / Dutra, L.V. / Sant Anna, S.J.S. et al. | 2012
- 805
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Skills Assessment of Users in Medical Training Based on Virtual Reality Using Bayesian NetworksMoraes, R.M. / Machado, L.S. / Souza, L.C. et al. | 2012
- 813
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New Strategies for Evaluating the Performance of Typical Testor AlgorithmsAlba, E. / Guilcapi, D. / Ibarra, J. et al. | 2012
- 821
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Hierarchies and Climbing EnergiesSerra, J. / Kiran, B.R. / Cousty, J. et al. | 2012
- 829
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A Method for Reducing the Cardinality of the Pareto FrontCabezas, I. / Trujillo, M. et al. | 2012
- 837
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Feature Selection by Relevance Analysis for Abandoned Object ClassificationCarvajal-Gonzalez, J. / Alvarez-Meza, A.M. / Castellanos-Dominguez, G. et al. | 2012
- 845
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Fusion of Local and Global Descriptors for Content-Based Image and Video RetrievalAndrade, F.S.P. / Almeida, J. / Pedrini, H. / da S. Torres, R. et al. | 2012
- 854
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Speed Estimation Thanks to Two Images from One Stationary CameraBeumier, C. et al. | 2012
- 862
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An Algorithm for Highlights Identification and Summarization of Broadcast Soccer VideosJunior, W.A.G. / Borges, D.L. et al. | 2012
- 870
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Bubble Identification Based on High Speed Videometry Data: Algorithm and Validationdo Amaral, C.E.F. / Alves, R.F. / da Silva, M.J. / Arruda, L.V.R. / Dorini, L.B. / Morales, R.E.M. et al. | 2012
- 877
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Object and Gesture Recognition to Assist Children with Autism during the Discrimination TrainingQuintana, E. / Ibarra, C. / Escobedo, L. / Tentori, M. / Favela, J. et al. | 2012
- 885
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Pedestrian Detection Using a Feature Space Based on Colored Level LinesNegri, P. / Lotito, P. et al. | 2012