Hichem Sahbi

发表

Transductive attributes for ship category recognition

Quentin Oliveau, Hichem Sahbi, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Deep Context-Aware Kernel Networks pdf

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2019, ArXiv.

Robust matching and recognition using context-dependent kernels

Hichem Sahbi, Renaud Keriven, Jean-Yves Audibert, 2008, ICML '08.

New Results - Interactive Retrieval

Hichem Sahbi, Marin Ferecatu, Yuchun Fang, 2004 .

Nonlinear Deep Kernel Learning for Image Annotation

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2017, IEEE Transactions on Image Processing.

Contextual kernel map learning for scene transduction

Hichem Sahbi, Phong D. Vo, H. Sahbi, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Validity of Fuzzy Clustering Using Entropy Regularization

Hichem Sahbi, Nozha Boujemaa, 2005, The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05..

Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs

Hichem Sahbi, Philippe Mulhem, Massih-Reza Amini, 2008, CLEF.

Directed Acyclic Graph Kernels for Action Recognition

Hichem Sahbi, Ling Wang, H. Sahbi, 2013, 2013 IEEE International Conference on Computer Vision.

Object recognition and retrieval by context dependent similarity kernels

Hichem Sahbi, Renaud Keriven, Jean-Yves Audibert, 2008, 2008 International Workshop on Content-Based Multimedia Indexing.

Misalignment resilient CCA for interactive satellite image change detection

Hichem Sahbi, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness

Hichem Sahbi, Philippe Mulhem, Marin Ferecatu, 2009, CLEF.

End-to-end training of deep kernel map networks for image classification pdf

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2020, ArXiv.

Laplacian deep kernel learning for image annotation

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

TELECOM ParisTech at ImageCLEF 2010 Photo Annotation Task: Combining Tags and Visual Features for Learning-Based Image Annotation

Hichem Sahbi, Xi Li, 2010, CLEF.

End-to-End Deep Kernel Map Design for Image Annotation

Hichem Sahbi, Mingyuan Jiu, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Network-Dependent Image Annotation Based on Explicit Context-Dependent Kernel Maps

Hichem Sahbi, H. Sahbi, 2014, 2014 22nd International Conference on Pattern Recognition.

Action Recognition with Deep Multiple Aggregation Networks pdf

Hichem Sahbi, Ahmed Mazari, 2020, ArXiv.

Fuzzy Clustering: Consistency of Entropy Regularization

Hichem Sahbi, Nozha Boujemaa, 2004, Fuzzy Days.

A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches

Hervé Glotin, Hichem Sahbi, Philippe Mulhem, 2008, CLEF.

Transductive Kernel Map Learning and Its Application Image Annotation

Hichem Sahbi, Dinh-Phong Vo, H. Sahbi, 2012, BMVC.

Learning Deep Context-Network Architectures for Image Annotation pdf

Hichem Sahbi, Mingyuan Jiu, 2018, ArXiv.

TELECOMParisTech at ImageClefphoto 2008: Bi-Modal Text and Image Retrieval with Diversity Enhancement

Hichem Sahbi, Marin Ferecatu, H. Sahbi, 2008, CLEF.

Semi-Supervised Deep Attribute Networks for Fine-Grained Ship Category Recognition

Quentin Oliveau, Hichem Sahbi, H. Sahbi, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Interactive satellite image change detection

Hichem Sahbi, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Structured Scene Decoding with Finite State Machines

Hichem Sahbi, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Semi supervised deep kernel design for image annotation

Hichem Sahbi, Mingyuan Jiu, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

CNRS - TELECOM ParisTech at ImageCLEF 2013 Scalable Concept Image Annotation Task: Winning Annotations with Context Dependent SVMs

Hichem Sahbi, H. Sahbi, 2013, CLEF.

CNRS TELECOM ParisTech at ImageCLEF 2016 Scalable Concept Image Annotation Task: Overcoming the Scarcity of Training Data

Hichem Sahbi, 2016, CLEF.

Deep Context Networks for Image Annotation

Hichem Sahbi, Lin Qi, Mingyuan Jiu, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Spatio-Temporal Context of Mid-level Features for Activity Recognition

Hichem Sahbi, Gui-Song Xia, Veronique Prinet, 2011 .

Human Action Recognition with Multi-Laplacian Graph Convolutional Networks pdf

Hichem Sahbi, Ahmed Mazari, H. Sahbi, 2019, ArXiv.

Finite State Machines for Semantic Scene Parsing and Segmentation pdf

Hichem Sahbi, 2018, ArXiv.

Content-based 3D object retrieval using 2D views

Hichem Sahbi, Thibault Napoléon, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

TELECOM ParisTech at ImageClef 2009: Large Scale Visual Concept Detection and Annotation Task

Hichem Sahbi, Marin Ferecatu, H. Sahbi, 2009, CLEF.

ImageCLEF annotation with explicit context-aware kernel maps

Hichem Sahbi, 2015, International Journal of Multimedia Information Retrieval.

Human Action Recognition with Deep Temporal Pyramids pdf

Hichem Sahbi, Ahmed Mazari, 2019, ArXiv.

Applying interest operators in semi-fragile video watermarking

Hichem Sahbi, Martin Steinebach, Stefan Thiemert, 2005, IS&T/SPIE Electronic Imaging.

Context dependent SVMs for interconnected image network annotation

Hichem Sahbi, Xi Li, 2010, ACM Multimedia.

From Transductive to Inductive Semi-Supervised Attributes for Ship Category Recognition

Quentin Oliveau, Hichem Sahbi, H. Sahbi, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Superpixel-based object class segmentation using conditional random fields

Hichem Sahbi, Xi Li, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Interactive Satellite Image Change Detection With Context-Aware Canonical Correlation Analysis

Hichem Sahbi, H. Sahbi, 2017, IEEE Geoscience and Remote Sensing Letters.

Bags-of-daglets for action recognition

Hichem Sahbi, Ling Wang, H. Sahbi, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Image Annotation based on Deep Hierarchical Context Networks pdf

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2020, ArXiv.

Network-dependent kernels for image ranking

Hichem Sahbi, Jean-Yves Audibert, 2010, 2010 IEEE International Conference on Image Processing.

New Results - Clustering methods in complex feature spaces

Hichem Sahbi, Nozha Boujemaa, Michel Crucianu, 2004 .

Spatio-Temporal Interest Points Chain (STIPC) for activity recognition

Hichem Sahbi, Gui-Song Xia, Véronique Prinet, 2011, The First Asian Conference on Pattern Recognition.

MLGCN: Multi-Laplacian Graph Convolutional Networks for Human Action Recognition

Hichem Sahbi, Ahmed Mazari, H. Sahbi, 2019, BMVC.

A Hierarchy of Support Vector Machines for Pattern Detection

Hichem Sahbi, Donald Geman, 2006, J. Mach. Learn. Res..

Relevance feedback for satellite image change detection

Hichem Sahbi, H. Sahbi, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Apprentissage automatique pour l'annotation d'images

Hervé Glotin, Hichem Sahbi, Philippe Mulhem, 2011 .

Spatio-temporal context kernel for activity recognition

Hichem Sahbi, Véronique Prinet, Fei Yuan, 2011, The First Asian Conference on Pattern Recognition.

Modeling label dependencies in kernel learning for image annotation

Hichem Sahbi, Phong D. Vo, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Spatio-temporal interaction for aerial video change detection

Hichem Sahbi, Denis Marraud, Nicolas Bourdis, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Context-Based Support Vector Machines for Interconnected Image Annotation

Hichem Sahbi, Xi Li, 2010, ACCV.

Learning CCA Representations for Misaligned Data

Hichem Sahbi, 2018, ECCV Workshops.

Totally Deep Support Vector Machines pdf

Hichem Sahbi, H. Sahbi, 2019, ArXiv.

Semantic subspace learning for mental search in satellite images

Hichem Sahbi, Phong D. Vo, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

High order graphlets for pattern classification

Hichem Sahbi, Anjan Dutta, Anjan Dutta, 2015, 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR).

Context-Dependent Kernels for Object Classification

Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven, 2011, IEEE Trans. Pattern Anal. Mach. Intell..

Graph laplacian for interactive image retrieval

Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven, 2008, ICASSP.

Graph Kernels based on High Order Graphlet Parsing and Hashing pdf

Hichem Sahbi, Anjan Dutta, Anjan Dutta, 2018, ArXiv.

Nonlinear Cross-View Sample Enrichment for Action Recognition

Hichem Sahbi, Ling Wang, H. Sahbi, 2014, ECCV Workshops.

From 2D Silhouettes to 3D Object Retrieval: Contributions and Benchmarking

Hichem Sahbi, Thibault Napoléon, 2010, EURASIP J. Image Video Process..

Robust Face Recognition Using Dynamic Space Warping

Hichem Sahbi, Nozha Boujemaa, 2002, Biometric Authentication.

Cascaded Coarse-to-Fine Deep Kernel Networks for Efficient Satellite Image Change Detection pdf

Hichem Sahbi, H. Sahbi, 2018, ArXiv.

Canonical Correlation Analysis for Misaligned Satellite Image Change Detection pdf

Hichem Sahbi, 2018, ArXiv.

Coarse-to-fine support vector classifiers for face detection

Hichem Sahbi, Nozha Boujemaa, 2002, Object recognition supported by user interaction for service robots.

Consensus Network Decoding for Statistical Machine Translation System Combination

Hichem Sahbi, William J. Byrne, Mark J. F. Gales, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Mid-level features and spatio-temporal context for activity recognition

Hichem Sahbi, Gui-Song Xia, Véronique Prinet, 2012, Pattern Recognit..

Continuous visual speech recognition for multimodal fusion

Hichem Sahbi, Guillaume Vitte, Eric Benhaim, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Distilling the knowledge in CNN for WCE screening tool

Xavier Dray, Bertrand Granado, Hichem Sahbi, 2019, 2019 Conference on Design and Architectures for Signal and Image Processing (DASIP).

Coarse to Fine Face Detection Based on Skin Color Adaption

Hichem Sahbi, Nozha Boujemaa, 2002, Biometric Authentication.

Kernel PCA for similarity invariant shape recognition

Hichem Sahbi, H. Sahbi, 2007, Neurocomputing.

From coarse to fine skin and face detection

Hichem Sahbi, Nozha Boujemaa, 2000, ACM Multimedia.

High Order Stochastic Graphlet Embedding for Graph-Based Pattern Recognition pdf

Hichem Sahbi, Anjan Dutta, Anjan Dutta, 2017, ArXiv.

Learning Attribute Representations for Remote Sensing Ship Category Classification

Quentin Oliveau, Hichem Sahbi, H. Sahbi, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Attribute learning for ship category recognition in remote sensing imagery

Quentin Oliveau, Hichem Sahbi, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Action Recognition with Kernel-based Graph Convolutional Networks pdf

Hichem Sahbi, H. Sahbi, 2020, ArXiv.

Deep Total Variation Support Vector Networks

Hichem Sahbi, H. Sahbi, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Explicit Context-Aware Kernel Map Learning for Image Annotation

Hichem Sahbi, 2013, ICVS.

Automatic textual annotation of video news based on semantic visual object extraction

Hichem Sahbi, François Fleuret, Valérie Gouet-Brunet, 2003, IS&T/SPIE Electronic Imaging.

CNRS TELECOM ParisTech at ImageCLEF 2015 Scalable Concept Image Annotation Task: Concept Detection with Blind Localization Proposals

Hichem Sahbi, 2015, CLEF.

Constrained optical flow for aerial image change detection

Hichem Sahbi, Denis Marraud, Nicolas Bourdis, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Coarse-to-Fine Aggregation for Cross-Granularity Action Recognition

Hichem Sahbi, Ahmed Mazari, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

A particular Gaussian mixture model for clustering and its application to image retrieval

Hichem Sahbi, H. Sahbi, 2008, Soft Comput..

Study to integrate CNN inside a WCE to realize a screening tool

Xavier Dray, Bertrand Granado, Hichem Sahbi, 2019 .

Discriminant canonical correlation analysis for interactive satellite image change detection

Hichem Sahbi, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Face detection using coarse-to-fine support vector classifiers

Hichem Sahbi, Donald Geman, Nozha Boujemaa, 2002, Proceedings. International Conference on Image Processing.

Deep Temporal Pyramid Design for Action Recognition

Hichem Sahbi, Ahmed Mazari, H. Sahbi, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

From coarse to fine skin and face detection

Hichem Sahbi, Nozha Boujemaa, N. Boujemaa, 2000, ACM Multimedia.

Spacious: an interactive mental search interface

Hichem Sahbi, Phong D. Vo, 2013, SIGIR.

Deep hierarchical pooling design for cross-granularity action recognition pdf

Hichem Sahbi, Ahmed Mazari, 2020, ArXiv.

Sketch-driven mental 3D object retrieval

Hichem Sahbi, Thibault Napoléon, 2010, Electronic Imaging.

Camera pose estimation using Visual Servoing for aerial video change detection

Hichem Sahbi, Denis Marraud, Nicolas Bourdis, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Learning Explicit Deep Representations from Deep Kernel Networks pdf

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2018, ArXiv.

Context-dependent kernel design for object matching and recognition

Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks

Hichem Sahbi, Clément Mallet, Arnaud Le Bris, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Stochastic Graphlet Embedding

Hichem Sahbi, Anjan Dutta, Anjan Dutta, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Using entropy for image and video authentication watermarks

Hichem Sahbi, Martin Steinebach, Stefan Thiemert, 2006, Electronic Imaging.

Deep kernel map networks for image annotation

Hichem Sahbi, Mingyuan Jiu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semi-supervised learning using a graph-based phase field model for imbalanced data set classification

Hichem Sahbi, Aymen El Ghoul, H. Sahbi, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Designing relevant features for visual speech recognition

Hichem Sahbi, Guillaume Vitte, Eric Benhaim, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval

Hichem Sahbi, Renaud Keriven, Jean-Yves Audibert, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Accurate Face Detection Based on Coarse Segmentation and Fine Skin Color Adaption

Hichem Sahbi, Nozha Boujemaa, 2001 .

KCCA-based technique for profile face identification

Hichem Sahbi, Abdenour Labed, Malek Nadil, 2016, EURASIP Journal on Image and Video Processing.

Scientific Foundations - Cross-media indexing

Hichem Sahbi, Marin Ferecatu, Nozha Boujemaa, 2004 .

Coarse-to-Fine Deep Kernel Networks

Hichem Sahbi, H. Sahbi, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

conditionnels aléatoires boostés

Hichem Sahbi, Xi Li, Hichem Sahbi, 2010 .

Transductive inference & kernel design for object class segmentation

Hichem Sahbi, Dinh-Phong Vo, H. Sahbi, 2012, 2012 19th IEEE International Conference on Image Processing.

Deep representation design from deep kernel networks

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2019, Pattern Recognit..

Robust matching by dynamic space warping for accurate face recognition

Hichem Sahbi, Nozha Boujemaa, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks

Hichem Sahbi, Clément Mallet, Arnaud Le Bris, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Context-Dependent Logo Matching and Recognition

Alberto Del Bimbo, Hichem Sahbi, Lamberto Ballan, 2013, IEEE Transactions on Image Processing.

Continuous visual speech recognition for audio speech enhancement

Hichem Sahbi, Guillaume Vitte, Eric Benhaim, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-view object matching and tracking using canonical correlation analysis

Hichem Sahbi, Marin Ferecatu, H. Sahbi, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Manifold learning using robust Graph Laplacian for interactive image search

Hichem Sahbi, Renaud Keriven, Patrick Etyngier, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Semantic-free attributes for image classification

Quentin Oliveau, Hichem Sahbi, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

New Results - Statistical Learning and Object Detection

Hichem Sahbi, Michel Crucianu, Jean-Philippe Tarel, 2003 .

A Graph Based Approach to Speaker Retrieval in Talk Show Videos with Transcript-Based Supervision

Hichem Sahbi, Gérard Chollet, Guizhong Liu, 2009, PCM.

DHCN: Deep Hierarchical Context Networks For Image Annotation

Hichem Sahbi, Mingyuan Jiu, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition pdf

Hichem Sahbi, H. Sahbi, 2021, ArXiv.

Weight Reparametrization for Budget-Aware Network Pruning pdf

Hichem Sahbi, Guillaume Michel, Robin Dupont, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

Kernel-based Graph Convolutional Networks

Hichem Sahbi, H. Sahbi, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Frugal Learning for Interactive Satellite Image Change Detection

Hichem Sahbi, Andrei Stoian, Sebastien Deschamps, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Learning Chebyshev Basis in Graph Convolutional Networks for Skeleton-based Action Recognition pdf

Hichem Sahbi, 2021, ArXiv.

Lightweight Connectivity In Graph Convolutional Networks For Skeleton-Based Recognition

Hichem Sahbi, H. Sahbi, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning pdf

Hichem Sahbi, Haoming Zhan, H. Sahbi, 2021, ArXiv.

Learning Laplacians in Chebyshev Graph Convolutional Networks

Hichem Sahbi, H. Sahbi, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

Context-aware deep kernel networks for image annotation

Hichem Sahbi, Mingyuan Jiu, Mingyuan Jiu, 2021, Neurocomputing.

Active learning for interactive satellite image change detection pdf

Hichem Sahbi, Andrei Stoian, Sebastien Deschamps, 2021, ArXiv.

Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks pdf

Hichem Sahbi, 2021, ArXiv.

Learning Connectivity with Graph Convolutional Networks

Hichem Sahbi, H. Sahbi, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Kernel methods and scale invariance using the triangular kernel

Hichem Sahbi, François Fleuret, 2004 .

Incorporating Context and Geometry in Kernel Design for Support Vector Machines Contexte et Geometrie pour la Conception des Noyaux

Hichem Sahbi, Renaud Keriven, Jean-Yves Audibert, 2009 .