Hichem Sahbi

According to our database, Hichem Sahbi authored at least 154 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep multiple aggregation networks for action recognition.

Ahmed Mazari, Hichem Sahbi

Int. J. Multim. Inf. Retr., March, 2024

Few-Shot Object Detection with Sparse Context Transformers.

Jie Mei, Mingyuan Jiu, Hichem Sahbi, Xiaoheng Jiang, Mingliang Xu

CoRR, 2024

MonoProb: Self-Supervised Monocular Depth Estimation with Interpretable Uncertainty.

Rémi Marsal, Florian Chabot, Angelique Loesch, William Grolleau, Hichem Sahbi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Sparse Context Transformer for Few-Shot Object Detection.

Mingyuan Jiu, Jie Mei, Hichem Sahbi, Xiaoheng Jiang, Mingliang Xu

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

Label-Efficient Display-Size Selection for Satellite Image Change Detection.

Hichem Sahbi

Proceedings of the IGARSS 2024, 2024

Conditional Normalizing Flows for Nonlinear Remote Sensing Image Augmentation and Classification.

Victor Enescu, Hichem Sahbi

Proceedings of the IGARSS 2024, 2024

Semi-structured Pruning of Graph Convolutional Networks for Skeleton-Based Recognition.

Hichem Sahbi

Proceedings of the Pattern Recognition - 27th International Conference, 2024

DAMP: Distribution-Aware Magnitude Pruning for Budget-Sensitive Graph Convolutional Networks.

Hichem Sahbi

Proceedings of the IEEE International Conference on Acoustics, 2024

TCMP: End-to-End Topologically Consistent Magnitude Pruning for Miniaturized Graph Convolutional Networks.

Hichem Sahbi

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

One-Shot Multi-Rate Pruning of Graph Convolutional Networks.

Hichem Sahbi

CoRR, 2023

Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection.

Hichem Sahbi

CoRR, 2023

Frugal Satellite Image Change Detection with Deep-Net Inversion.

Hichem Sahbi, Sebastien Deschamps

CoRR, 2023

Miniaturized Graph Convolutional Networks with Topologically Consistent Pruning.

Hichem Sahbi

CoRR, 2023

Budget-Aware Graph Convolutional Network Design using Probabilistic Magnitude Pruning.

Hichem Sahbi

CoRR, 2023

BrightFlow: Brightness-Change-Aware Unsupervised Learning of Optical Flow.

Rémi Marsal, Florian Chabot, Angélique Loesch, Hichem Sahbi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Deep-Net Inversion for Frugal Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Adversarial Label-Efficient Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Phase-field Models for Lightweight Graph Convolutional Networks.

Hichem Sahbi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Context-aware deep kernel networks for image annotation.

Mingyuan Jiu, Hichem Sahbi

Neurocomputing, 2022

Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

CoRR, 2022

Training Lightweight Graph Convolutional Networks with Phase-field Models.

Hichem Sahbi

CoRR, 2022

Frugal Reinforcement-based Active Learning.

Sebastien Deschamps, Hichem Sahbi

CoRR, 2022

Lightweight Graph Convolutional Networks with Topologically Consistent Magnitude Pruning.

Hichem Sahbi

CoRR, 2022

Reinforcement-based frugal learning for satellite image change detection.

Sebastien Deschamps, Hichem Sahbi

CoRR, 2022

Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

CoRR, 2022

Extracting Effective Subnetworks with Gumebel-Softmax.

Robin Dupont, Mohammed Amine Alaoui, Hichem Sahbi, Alice Lebois

CoRR, 2022

Learning Virtual Exemplars for Label-Efficient Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Reinforcement-Based Frugal Learning for Interactive Satellite Image Change Detection.

Sebastien Deschamps, Hichem Sahbi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Reinforcement-based Display Selection for Frugal Learning.

Sebastien Deschamps, Hichem Sahbi

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Topologically-Consistent Magnitude Pruning for Very Lightweight Graph Convolutional Networks.

Hichem Sahbi

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Extracting Effective Subnetworks with Gumbel-Softmax.

Robin Dupont, Mohammed Amine Alaoui, Hichem Sahbi, Alice Lebois

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

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

Hichem Sahbi

CoRR, 2021

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

Hichem Sahbi, Haoming Zhan

CoRR, 2021

Active learning for interactive satellite image change detection.

Hichem Sahbi, Sebastien Deschamps, Andrei Stoian

CoRR, 2021

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

Hichem Sahbi

CoRR, 2021

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

Hichem Sahbi

CoRR, 2021

Frugal Learning for Interactive Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps, Andrei Stoian

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Lightweight Connectivity In Graph Convolutional Networks For Skeleton-Based Recognition.

Hichem Sahbi

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Weight Reparametrization for Budget-Aware Network Pruning.

Robin Dupont, Hichem Sahbi, Guillaume Michel

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Learning Laplacians in Chebyshev Graph Convolutional Networks.

Hichem Sahbi

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

DHCN: Deep Hierarchical Context Networks For Image Annotation.

Mingyuan Jiu, Hichem Sahbi

Proceedings of the IEEE International Conference on Acoustics, 2021

FFNB: Forgetting-Free Neural Blocks for Deep Continual Learning.

Hichem Sahbi, Haoming Zhan

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Action Recognition with Kernel-based Graph Convolutional Networks.

Hichem Sahbi

CoRR, 2020

Image Annotation based on Deep Hierarchical Context Networks.

Mingyuan Jiu, Hichem Sahbi

CoRR, 2020

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

Mingyuan Jiu, Hichem Sahbi

CoRR, 2020

Action Recognition with Deep Multiple Aggregation Networks.

Ahmed Mazari, Hichem Sahbi

CoRR, 2020

Deep hierarchical pooling design for cross-granularity action recognition.

Ahmed Mazari, Hichem Sahbi

CoRR, 2020

Learning Connectivity with Graph Convolutional Networks.

Hichem Sahbi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Kernel-based Graph Convolutional Networks.

Hichem Sahbi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

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

Ahmed Mazari, Hichem Sahbi

Proceedings of the IEEE International Conference on Image Processing, 2020

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

Mingyuan Jiu, Hichem Sahbi

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Stochastic Graphlet Embedding.

Anjan Dutta, Hichem Sahbi

IEEE Trans. Neural Networks Learn. Syst., 2019

Deep representation design from deep kernel networks.

Mingyuan Jiu, Hichem Sahbi

Pattern Recognit., 2019

Deep Context-Aware Kernel Networks.

Mingyuan Jiu, Hichem Sahbi

CoRR, 2019

Totally Deep Support Vector Machines.

Hichem Sahbi

CoRR, 2019

Human Action Recognition with Multi-Laplacian Graph Convolutional Networks.

Ahmed Mazari, Hichem Sahbi

CoRR, 2019

Human Action Recognition with Deep Temporal Pyramids.

Ahmed Mazari, Hichem Sahbi

CoRR, 2019

Deep Total Variation Support Vector Networks.

Hichem Sahbi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Deep Temporal Pyramid Design for Action Recognition.

Ahmed Mazari, Hichem Sahbi

Proceedings of the IEEE International Conference on Acoustics, 2019

Distilling the knowledge in CNN for WCE screening tool.

Thomas Garbay, Orlando Chuquimia, Andréa Pinna, Hichem Sahbi, Xavier Dray, Bertrand Granado

Proceedings of the 2019 Conference on Design and Architectures for Signal and Image Processing, 2019

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

Ahmed Mazari, Hichem Sahbi

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Finite State Machines for Semantic Scene Parsing and Segmentation.

Hichem Sahbi

CoRR, 2018

Canonical Correlation Analysis for Misaligned Satellite Image Change Detection.

Hichem Sahbi

CoRR, 2018

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

Hichem Sahbi

CoRR, 2018

Learning Explicit Deep Representations from Deep Kernel Networks.

Mingyuan Jiu, Hichem Sahbi

CoRR, 2018

Learning Deep Context-Network Architectures for Image Annotation.

Mingyuan Jiu, Hichem Sahbi

CoRR, 2018

Graph Kernels based on High Order Graphlet Parsing and Hashing.

Anjan Dutta, Hichem Sahbi

CoRR, 2018

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

Tristan Postadjian, Arnaud Le Bris, Hichem Sahbi, Clément Mallet

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

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

Tristan Postadjian, Arnaud Le Bris, Clément Mallet, Hichem Sahbi

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

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

Quentin Oliveau, Hichem Sahbi

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

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

Quentin Oliveau, Hichem Sahbi

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Context Networks for Image Annotation.

Mingyuan Jiu, Hichem Sahbi, Lin Qi

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Structured Scene Decoding with Finite State Machines.

Hichem Sahbi

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Learning CCA Representations for Misaligned Data.

Hichem Sahbi

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Nonlinear Deep Kernel Learning for Image Annotation.

Mingyuan Jiu, Hichem Sahbi

IEEE Trans. Image Process., 2017

Learning Attribute Representations for Remote Sensing Ship Category Classification.

Quentin Oliveau, Hichem Sahbi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

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

Hichem Sahbi

IEEE Geosci. Remote. Sens. Lett., 2017

KCCA-based technique for profile face identification.

Malek Nadil, Feryel Souami, Abdenour Labed, Hichem Sahbi

EURASIP J. Image Video Process., 2017

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

Anjan Dutta, Hichem Sahbi

CoRR, 2017

Transductive attributes for ship category recognition.

Quentin Oliveau, Hichem Sahbi

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Coarse-to-Fine Deep Kernel Networks.

Hichem Sahbi

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Attribute learning for ship category recognition in remote sensing imagery.

Quentin Oliveau, Hichem Sahbi

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Misalignment resilient CCA for interactive satellite image change detection.

Hichem Sahbi

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Semantic-free attributes for image classification.

Quentin Oliveau, Hichem Sahbi

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep kernel map networks for image annotation.

Mingyuan Jiu, Hichem Sahbi

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Laplacian deep kernel learning for image annotation.

Mingyuan Jiu, Hichem Sahbi

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

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

Hichem Sahbi

Proceedings of the Working Notes of CLEF 2016, 2016

2015

ImageCLEF annotation with explicit context-aware kernel maps.

Hichem Sahbi

Int. J. Multim. Inf. Retr., 2015

Discriminant canonical correlation analysis for interactive satellite image change detection.

Hichem Sahbi

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Contextual kernel map learning for scene transduction.

Phong D. Vo, Hichem Sahbi

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Semi supervised deep kernel design for image annotation.

Mingyuan Jiu, Hichem Sahbi

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Continuous visual speech recognition for audio speech enhancement.

Eric Benhaim, Hichem Sahbi, Guillaume Vitte

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

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

Hichem Sahbi

Proceedings of the Working Notes of CLEF 2015, 2015

High order graphlets for pattern classification.

Anjan Dutta, Hichem Sahbi

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014

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

Hichem Sahbi

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Bags-of-daglets for action recognition.

Ling Wang, Hichem Sahbi

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Modeling label dependencies in kernel learning for image annotation.

Phong D. Vo, Hichem Sahbi

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

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

Aymen El Ghoul, Hichem Sahbi

Proceedings of the IEEE International Conference on Acoustics, 2014

Continuous visual speech recognition for multimodal fusion.

Eric Benhaim, Hichem Sahbi, Guillaume Vitte

Proceedings of the IEEE International Conference on Acoustics, 2014

Nonlinear Cross-View Sample Enrichment for Action Recognition.

Ling Wang, Hichem Sahbi

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Context-Dependent Logo Matching and Recognition.

Hichem Sahbi, Lamberto Ballan, Giuseppe Serra, Alberto Del Bimbo

IEEE Trans. Image Process., 2013

Spacious: an interactive mental search interface.

Phong D. Vo, Hichem Sahbi

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Semantic subspace learning for mental search in satellite images.

Phong D. Vo, Hichem Sahbi

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Interactive satellite image change detection.

Hichem Sahbi

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Explicit Context-Aware Kernel Map Learning for Image Annotation.

Hichem Sahbi

Proceedings of the Computer Vision Systems - 9th International Conference, 2013

Directed Acyclic Graph Kernels for Action Recognition.

Ling Wang, Hichem Sahbi

Proceedings of the IEEE International Conference on Computer Vision, 2013

Relevance feedback for satellite image change detection.

Hichem Sahbi

Proceedings of the IEEE International Conference on Acoustics, 2013

Designing relevant features for visual speech recognition.

Eric Benhaim, Hichem Sahbi, Guillaume Vitte

Proceedings of the IEEE International Conference on Acoustics, 2013

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

Hichem Sahbi

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

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

Fei Yuan, Gui-Song Xia, Hichem Sahbi, Véronique Prinet

Pattern Recognit., 2012

Camera pose estimation using Visual Servoing for aerial video change detection.

Nicolas Bourdis, Denis Marraud, Hichem Sahbi

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Spatio-temporal interaction for aerial video change detection.

Nicolas Bourdis, Denis Marraud, Hichem Sahbi

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Transductive inference & kernel design for object class segmentation.

Dinh-Phong Vo, Hichem Sahbi

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Transductive Kernel Map Learning and Its Application Image Annotation.

Dinh-Phong Vo, Hichem Sahbi

Proceedings of the British Machine Vision Conference, 2012

2011

Context-Dependent Kernels for Object Classification.

Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Constrained optical flow for aerial image change detection.

Nicolas Bourdis, Denis Marraud, Hichem Sahbi

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Superpixel-based object class segmentation using conditional random fields.

Xi Li, Hichem Sahbi

Proceedings of the IEEE International Conference on Acoustics, 2011

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

Fei Yuan, Gui-Song Xia, Hichem Sahbi, Véronique Prinet

Proceedings of the First Asian Conference on Pattern Recognition, 2011

Spatio-temporal context kernel for activity recognition.

Fei Yuan, Hichem Sahbi, Véronique Prinet

Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010

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

Thibault Napoléon, Hichem Sahbi

EURASIP J. Image Video Process., 2010

Context dependent SVMs for interconnected image network annotation.

Hichem Sahbi, Xi Li

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Network-dependent kernels for image ranking.

Hichem Sahbi, Jean-Yves Audibert

Proceedings of the International Conference on Image Processing, 2010

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

Hichem Sahbi, Xi Li

Proceedings of the CLEF 2010 LABs and Workshops, 2010

Context-Based Support Vector Machines for Interconnected Image Annotation.

Hichem Sahbi, Xi Li

Proceedings of the Computer Vision - ACCV 2010, 2010

Sketch-driven mental 3D object retrieval.

Thibault Napoléon, Hichem Sahbi

Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications, 2010

2009

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

Yina Han, Guizhong Liu, Hichem Sahbi, Gérard Chollet

Proceedings of the Advances in Multimedia Information Processing, 2009

Content-based 3D object retrieval using 2D views.

Thibault Napoléon, Hichem Sahbi

Proceedings of the International Conference on Image Processing, 2009

Multi-view object matching and tracking using canonical correlation analysis.

Marin Ferecatu, Hichem Sahbi

Proceedings of the International Conference on Image Processing, 2009

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

Hervé Glotin, Ali Fakeri-Tabrizi, Philippe Mulhem, Marin Ferecatu, Z. Zhao, Sabrina Tollari, Georges Quénot, Hichem Sahbi, Emilie Dumont, Patrick Gallinari

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

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

Marin Ferecatu, Hichem Sahbi

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

2008

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

Hichem Sahbi

Soft Comput., 2008

Robust matching and recognition using context-dependent kernels.

Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven

Proceedings of the Machine Learning, 2008

Graph laplacian for interactive image retrieval.

Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven

Proceedings of the IEEE International Conference on Acoustics, 2008

Manifold learning using robust Graph Laplacian for interactive image search.

Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Context-dependent kernel design for object matching and recognition.

Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

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

Sabrina Tollari, Philippe Mulhem, Marin Ferecatu, Hervé Glotin, Marcin Detyniecki, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs.

Sabrina Tollari, Marcin Detyniecki, Marin Ferecatu, Hervé Glotin, Philippe Mulhem, Massih-Reza Amini, Ali Fakeri-Tabrizi, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

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

Marin Ferecatu, Hichem Sahbi

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Object recognition and retrieval by context dependent similarity kernels.

Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007

Kernel PCA for similarity invariant shape recognition.

Hichem Sahbi

Neurocomputing, 2007

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

Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Consensus Network Decoding for Statistical Machine Translation System Combination.

Khe Chai Sim, William J. Byrne, Mark J. F. Gales, Hichem Sahbi, Philip C. Woodland

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

A Hierarchy of Support Vector Machines for Pattern Detection.

Hichem Sahbi, Donald Geman

J. Mach. Learn. Res., 2006

Using entropy for image and video authentication watermarks.

Stefan Thiemert, Hichem Sahbi, Martin Steinebach

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VIII, 2006

2005

Applying interest operators in semi-fragile video watermarking.

Stefan Thiemert, Hichem Sahbi, Martin Steinebach

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

Validity of Fuzzy Clustering Using Entropy Regularization.

Hichem Sahbi, Nozha Boujemaa

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

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

Nozha Boujemaa, François Fleuret, Valérie Gouet, Hichem Sahbi

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Fuzzy Clustering: Consistency of Entropy Regularization.

Hichem Sahbi, Nozha Boujemaa

Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

2002

Coarse-to-Fine Support Vector Classifiers for Face Detection.

Hichem Sahbi, Nozha Boujemaa

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Face detection using coarse-to-fine support vector classifiers.

Hichem Sahbi, Donald Geman, Nozha Boujemaa

Proceedings of the 2002 International Conference on Image Processing, 2002

Robust Face Recognition Using Dynamic Space Warping.

Hichem Sahbi, Nozha Boujemaa

Proceedings of the Biometric Authentication, 2002

Coarse to Fine Face Detection Based on Skin Color Adaption.

Hichem Sahbi, Nozha Boujemaa

Proceedings of the Biometric Authentication, 2002

2001

Robust matching by dynamic space warping for accurate face recognition.

Hichem Sahbi, Nozha Boujemaa

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

From <i>coarse to fine</i> skin and face detection.

Hichem Sahbi, Nozha Boujemaa

Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000