A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene Classification (English)
- New search for: Hamzaoui, Manal
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- New search for: Lefèvre, Sébastien
- New search for: El Yacoubi, Mounîm
- Further information on El Yacoubi, Mounîm:
- https://orcid.org/https://orcid.org/0000-0002-7383-0588
- New search for: Granger, Eric
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- https://orcid.org/https://orcid.org/0000-0001-6116-7945
- New search for: Yuen, Pong Chi
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- New search for: Pal, Umapada
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- New search for: Vincent, Nicole
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In:
Pattern Recognition and Artificial Intelligence
: Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part II
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Chapter: 18
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208-220
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2022
- Article/Chapter (Book) / Electronic Resource
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Title:A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene Classification
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Additional title:Lect.Notes Computer
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Contributors:El Yacoubi, Mounîm ( editor ) / Granger, Eric ( editor ) / Yuen, Pong Chi ( editor ) / Pal, Umapada ( editor ) / Vincent, Nicole ( editor ) / Hamzaoui, Manal ( author ) / Chapel, Laetitia ( author ) / Pham, Minh-Tan ( author ) / Lefèvre, Sébastien ( author )
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Conference:International Conference on Pattern Recognition and Artificial Intelligence ; 2022 ; Paris, France
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Published in:Pattern Recognition and Artificial Intelligence : Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part II ; Chapter: 18 ; 208-220Lecture Notes in Computer Science ; 13364 ; 208-220
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2022-05-29
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Size:13 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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PE-former: Pose Estimation TransformerPanteleris, Paschalis / Argyros, Antonis et al. | 2022
- 2
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ConDense: Multiple Additional Dense Layers with Fine-Grained Fully-Connected Layer Optimisation for Fingerprint RecognitionLang, Dane / van der Haar, Dustin et al. | 2022
- 3
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A Sensor-Independent Multimodal Fusion Scheme for Human Activity RecognitionAlexiadis, Anastasios / Nizamis, Alexandros / Giakoumis, Dimitrios / Votis, Konstantinos / Tzovaras, Dimitrios et al. | 2022
- 4
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Comparative Study of Activation Functions and Their Impact on the YOLOv5 Object Detection ModelDoherty, John / Gardiner, Bryan / Kerr, Emmett / Siddique, Nazmul / Manvi, Sunilkumar S. et al. | 2022
- 5
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Application of A\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$^*$$\end{document} to the Generalized Constrained Longest Common Subsequence Problem with Many Pattern StringsDjukanovic, Marko / Matic, Dragan / Blum, Christian / Kartelj, Aleksandar et al. | 2022
- 6
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Robot Path Planning Method Based on Improved Grey Wolf OptimizerSu, Yilin / Li, Yongsheng / Ge, Lina / Dai, Minjun et al. | 2022
- 7
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Space-Time Memory Networks for Multi-person Skeleton Body Part DetectionDufour, Rémi / Meurie, Cyril / Lézoray, Olivier / Mahtani, Ankur et al. | 2022
- 8
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Lip-Based Identification Using YOLORFarrukh, Wardah / van der Haar, Dustin et al. | 2022
- 9
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Parallel \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathcal{O}(log(n))$$\end{document} Computation of the Adjacency of Connected ComponentsBanaeyan, Majid / Kropatsch, Walter G. et al. | 2022
- 10
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Encoding Sensors’ Data into Images to Improve the Activity Recognition in Post Stroke Rehabilitation AssessmentBoukhennoufa, Issam / Zhai, Xiaojun / Utti, Victor / Jackson, Jo / McDonald-Maier, Klaus D. et al. | 2022
- 11
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Momentum Residual Embedding with Angular Marginal Loss for Plant Pathogen BiometricsPrasad, Shitala / Singh, Pankaj Pratap / Kumar, Piyush et al. | 2022
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Hierarchical Approach for the Classification of Multi-class Skin Lesions Based on Deep Convolutional Neural NetworksBenyahia, Samia / Meftah, Boudjelal / Lézoray, Olivier et al. | 2022
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The FreshPRINCE: A Simple Transformation Based Pipeline Time Series ClassifierMiddlehurst, Matthew / Bagnall, Anthony et al. | 2022
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Robust Detection of Conversational Groups Using a Voting Scheme and a Memory ProcessFortier, Victor / Bloch, Isabelle / Pélachaud, Catherine et al. | 2022
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Fusing AutoML Models: A Case Study in Medical Image ClassificationDale, Melissa / Ross, Arun / Shapiro, Erik M. et al. | 2022
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Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone MarrowGräbel, Philipp / Crysandt, Martina / Klinkhammer, Barbara M. / Boor, Peter / Brümmendorf, Tim H. / Merhof, Dorit et al. | 2022
- 17
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Towards Automated Monitoring of Parkinson’s Disease Following Drug TreatmentDehsarvi, Amir / South Palomares, Jennifer Kay / Smith, Stephen Leslie et al. | 2022
- 18
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A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene ClassificationHamzaoui, Manal / Chapel, Laetitia / Pham, Minh-Tan / Lefèvre, Sébastien et al. | 2022
- 19
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TS-QUAD: A Smaller Elastic Ensemble for Time Series Classification with No Reduction in AccuracyLines, Jason / Oastler, George et al. | 2022
- 20
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Shop Signboards Detection Using the ShoS DatasetAlmuhajri, Mrouj / Suen, Ching Y. et al. | 2022
- 21
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One-Shot Decoupled Face Reenactment with Vision TransformerHu, Chen / Xie, Xianghua et al. | 2022
- 22
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ADG-Pose: Automated Dataset Generation for Real-World Human Pose EstimationAlinezhad Noghre, Ghazal / Danesh Pazho, Armin / Sanchez, Justin / Hewitt, Nathan / Neff, Christopher / Tabkhi, Hamed et al. | 2022
- 23
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Deep Reinforcement Learning for Autonomous Navigation in Robotic WheelchairsChatzidimitriadis, Sotirios / Sirlantzis, Konstantinos et al. | 2022
- 24
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Understanding Individual Neurons of ResNet Through Improved Compositional FormulasHarth, Rafael et al. | 2022
- 25
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Visual Transformer-Based Models: A SurveyHuang, Xiaonan / Bi, Ning / Tan, Jun et al. | 2022
- 26
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Stochastic Pairing for Contrastive Anomaly Detection on Time SeriesChambaret, Guillaume / Berti-Equille, Laure / Bouchara, Frédéric / Bruno, Emmanuel / Martin, Vincent / Chaillan, Fabien et al. | 2022
- 27
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Visual Radial Basis Q-NetworkHautot, Julien / Teuliere, Céline / Azzaoui, Nourddine et al. | 2022
- 28
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GANs Based Conditional Aerial Images Generation for Imbalanced LearningBelderbos, Itzel / de Jong, Tim / Popa, Mirela et al. | 2022
- 29
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Augment Small Training Sets Using Matching-GraphsFuchs, Mathias / Riesen, Kaspar et al. | 2022
- 30
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Progressive Clustering: An Unsupervised Approach Towards Continual Knowledge Acquisition of Incremental DataGunari, Akshaykumar / Kudari, Shashidhar V. / Tabib, Ramesh Ashok / Mudenagudi, Uma et al. | 2022
- 31
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Malware Detection Using Pseudo Semi-Supervised LearningKaur, Upinder / Ma, Xin / Voyles, Richard M. / Min, Byung-Cheol et al. | 2022
- 32
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Temporal Disaggregation of the Cumulative Grass GrowthGuyet, Thomas / Spillemaecker, Laurent / Malinowski, Simon / Graux, Anne-Isabelle et al. | 2022
- 33
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Extraction of Entities in Health Domain Documents Using Recurrent Neural NetworksBarrios González, Erick / Tovar Vidal, Mireya / De Ita Luna, Guillermo / Reyes-Ortiz, José A. et al. | 2022
- 34
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An Overview of Methods and Tools for Extraction of Knowledge for COVID-19 from Knowledge GraphsEvtimova-Gardair, Mariya / Mellouli, Nedra et al. | 2022
- 35
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Explaining Image Classifications with Near Misses, Near Hits and PrototypesHerchenbach, Marvin / Müller, Dennis / Scheele, Stephan / Schmid, Ute et al. | 2022
- 36
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Adaptive Threshold for Anomaly Detection in ATM Radar Data StreamsKrim Rahaoui, Achraf / de Riberolles, Théobald / Song, Jiefu et al. | 2022
- 37
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Covid-19 Vaccine Sentiment Analysis During Second Wave in India by Transfer Learning Using XLNetBansal, Anmol / Susan, Seba / Choudhry, Arjun / Sharma, Anubhav et al. | 2022
- 38
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Improving Drift Detection by Monitoring Shapley Loss ValuesZimmermann, Bastien / Boussard, Matthieu et al. | 2022
- 39
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Interpolation Kernel Machine and Indefinite Kernel Methods for Graph ClassificationZhang, Jiaqi / Liu, Cheng-Lin / Jiang, Xiaoyi et al. | 2022
- 40
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DRN: Detection and Removal of Noisy Instances with Self Organizing MapHasan, Rashida / Chu, Chee-Hung Henry et al. | 2022
- 41
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Informativeness in Twitter Textual Contents for Farmer-centric Plant Health MonitoringJiang, Shufan / Angarita, Rafael / Cormier, Stéphane / Orensanz, Julien / Rousseaux, Francis et al. | 2022
- 42
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A Deep Learning Approach to Detect Ventilatory Over-AssistanceSylligardos, Emmanouil / Sigalas, Markos / Soundoulounaki, Stella / Vaporidi, Katerina / Trahanias, Panos et al. | 2022