Chabane Djeraba

Orcid: 0000-0003-4579-9592

Affiliations:
  • LIFL Lille, France


According to our database1, Chabane Djeraba authored at least 142 papers between 1991 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Spiking neural networks for frame-based and event-based single object localization.
Neurocomputing, November, 2023

Impact of Facial Landmark Localization on Facial Expression Recognition.
IEEE Trans. Affect. Comput., 2023

Semi-supervised GAN with sparse ground truth as Boundary Conditions.
Proceedings of the International Joint Conference on Neural Networks, 2023

Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
Dynamic Facial Expression Recognition Under Partial Occlusion With Optical Flow Reconstruction.
IEEE Trans. Image Process., 2022

Micro and Macro Facial Expression Recognition Using Advanced Local Motion Patterns.
IEEE Trans. Affect. Comput., 2022

A comparative study on optical flow for facial expression analysis.
Neurocomputing, 2022

Bina-Rep Event Frames: A Simple and Effective Representation for Event-Based Cameras.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Facial expressions analysis under occlusions based on specificities of facial motion propagation.
Multim. Tools Appl., 2021

Human Action Recognition Based on Body Segmentation Models.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

Mining atmospheric data.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2019
What is the relationship between face alignment and facial expression recognition?
CoRR, 2019

Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements.
CoRR, 2019

Video-Based Face Alignment With Local Motion Modeling.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018
Impact of the face registration techniques on facial expressions recognition.
Signal Process. Image Commun., 2018

Advanced local motion patterns for macro and micro facial expression recognition.
CoRR, 2018

Towards Spatio-temporal Face Alignment in Unconstrained Conditions.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Mastering Occlusions by Using Intelligent Facial Frameworks Based on the Propagation of Movement.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

2017
Consistent Optical Flow Maps for Full and Micro Facial Expression Recognition.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

2015
Head pose estimation based on face symmetry analysis.
Signal Image Video Process., 2015

2014
Rapid and accurate face depth estimation in passive stereo systems.
Multim. Tools Appl., 2014

Affect Recognition Using Magnitude Models of Motion.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

A Local Approach for Negative Emotion Detection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Cross-Database Evaluation of Normalized Raw Pixels for Gender Recognition under Unconstrained Settings.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

DLBP: A novel descriptor for depth image based face recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics. Second Edition.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-4471-6407-4, 2014

2013
Intelligent pixels of interest selection with application to facial expression recognition using multilayer perceptron.
Signal Process., 2013

2012
An entropy approach for abnormal activities detection in video streams.
Pattern Recognit., 2012

Toward a higher-level visual representation for content-based image retrieval.
Multim. Tools Appl., 2012

Fast Stereo Matching Method based on Optimized Correlation Algorithm for Face Depth Estimation.
Proceedings of the VISAPP 2012, 2012

Learning symmetrical model for head pose estimation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

3D face reconstruction in a binocular passive stereoscopic system using face properties.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Ré-identification de personnes dans les journaux télévisés basée sur les Histogrammes spatio-temporels.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011
MuMIe: Multi-level Metadata Mapping System.
J. Multim., 2011

Motion Pattern Extraction and Event Detection for Automatic Visual Surveillance.
EURASIP J. Image Video Process., 2011

Human Action Recognition using Direction and Magnitude Models of Motion.
Proceedings of the VISAPP 2011, 2011

A Semantic Higher-Level Visual Representation for Object Recognition.
Proceedings of the Advances in Multimedia Modeling, 2011

MuMIe: a new system for multimedia metadata interoperability.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

A semantically significant visual representation for social image retrieval.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Analyse spatiotemporelle des vecteurs de mouvement : application au comptage des personnes.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Reconnaissance d'actions par modélisation du mouvement.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

MuMIE : Une approche automatique pour l'interopérabilité des métadonnées.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010
Finding and Indexing of Eccentric Events in Video Emanates.
J. Multim., 2010

Using Association Rules and Spatial Weighting for an Effective Content Based-image Retrieval.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Automatic Facial Feature Detection for Facial Expression Recognition.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Semantics for intelligent delivery of multimedia content.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

An approach for synchronization and management of multimedia scenarios in an object-oriented database.
Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010

Toward a higher-level visual representation for content-based image retrieval.
Proceedings of the MoMM'2010, 2010

Multimedia metadata mapping: towards helping developers in their integration task.
Proceedings of the MoMM'2010, 2010

Visual Gaze Estimation by Joint Head and Eye Information.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Action Recognition Using Direction Models of Motion.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Detection and analysis of symmetrical parts on face for head pose estimation.
Proceedings of the International Conference on Image Processing, 2010

Visual sentence-phrase-based document representation for effective and efficient content-based image retrieval.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Détection des mouvements anormaux dans des vidéos.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Extraction de la région d'intérêt d'une personne sur un obstacle.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Analyse globale du flux optique pour la détection d'évènements dans une scène de foule.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Prédiction de séries temporelles et applications à l'analyse de séquences vidéos.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Semi-automatic Multimedia Metadata Integration.
Proceedings of the EKAW2010 Poster and Demo Track, Lisbon, Portugal, October 11 - 15, 2010, 2010

Crowd Behavior Surveillance Using Bhattacharyya Distance Metric.
Proceedings of the Computational Modeling of Objects Represented in Images, 2010

A new spatial weighting scheme for bag-of-visual-words.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

A framework for mining meaningful usage patterns within a semantically enhanced web portal.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2010

Spatio-Temporal Optical Flow Analysis for People Counting.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Angles Estimation of Rotating Camera.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

PedVed: Pseudo Euclidian Distances for Video Events Detection.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Visual gaze projection in front of a target scene.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Exceptional motion frames detection by means of spatiotemporal region of interest features.
Proceedings of the International Conference on Image Processing, 2009

A Simple Method for Eccentric Event Espial Using Mahalanobis Metric.
Proceedings of the Progress in Pattern Recognition, 2009

2008
Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-84800-201-2, 2008

Optimization of Video Content Descriptions for Retrieval.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Object Tracking in Video Using Covariance Matrices.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Motion Saliency.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Video Usage Mining.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Gaze Tracking Applied to Image Indexing.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Multimodal Analysis of Human Behavior.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Determination of the Visual Field of Persons in a Scene.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Analyzing eye fixations and gaze orientations on films and pictures.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Crowd behaviour monitoring.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

An efficient indexing structure for multimedia data.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Covariance Matrices for Crowd Behaviour Monitoring on the Escalator Exits.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Supervised Learning for Head Pose Estimation Using SVD and Gabor Wavelets.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Analysis of human behaviour in front of a target scene.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Real-time crowd motion analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Introduction to special issue on eye-tracking applications in multimedia systems.
ACM Trans. Multim. Comput. Commun. Appl., 2007

Data mining from multimedia.
Int. J. Parallel Emergent Distributed Syst., 2007

Toward Recommendation Based on Ontology-Powered Web-Usage Mining.
IEEE Internet Comput., 2007

RPyR: Nouvelle Structure d'Indexation avec Classification par Projections Aléatoires.
Proceedings of the Actes du XXVème Congrès INFORSID, 2007

Clustering by Random Projections.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

On Clustering Users' Behaviors in Video Sessions.
Proceedings of the 2007 International Conference on Data Mining, 2007

2006
Optimization of Video Content Descriptions for Retrieval.
Proceedings of the Encyclopedia of Multimedia, 2006

Video Usage Mining.
Proceedings of the Encyclopedia of Multimedia, 2006

Content-based multimedia information retrieval: State of the art and challenges.
ACM Trans. Multim. Comput. Commun. Appl., 2006

What are the grand challenges for data mining?: KDD-2006 panel report.
SIGKDD Explor., 2006

Multimedia indexing and retrieval: ever great challenges.
Multim. Tools Appl., 2006

Eye/gaze tracking in web, image and video documents.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Is there a grand challenge or X-prize for data mining?
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Indexation Multidimensionnelle : KpyrRec, une amélioration de Kpyr.
Proceedings of the Actes du XXIVème Congrès INFORSID, Hammamet, Tunisie, 31 mai, 2006

2005
Systems and architectures for multimedia information retrieval.
Multim. Syst., 2005

Analyzing user's behavior on a video database.
Proceedings of the 6th international workshop on Multimedia data mining, 2005

Kpyr, une structure efficace d'indexation de documents vidéo.
Proceedings of the Actes du XXIIIème Congrès INFORSID, Grenoble, France, 24-27 mai, 2005, 2005

On the discovery of semantically enhanced sequential patterns.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

KPYR: An Efficient Indexing Method.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
High performance crawling system.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

2003
Association and Content-Based Retrieval.
IEEE Trans. Knowl. Data Eng., 2003

A Markovian Approach for Web User Profiling and Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Towards a Timed-Petri Net Based Approach for Multimedia Scenario Synchronization.
Proceedings of the ICEIS 2003, 2003

A Web User Profiling Approach.
Proceedings of the Web Technologies and Applications, 5th Asian-Pacific Web Conference, 2003

2002
MDM/KDD 2002: Multimedia Data Mining between Promises and Problems.
SIGKDD Explor., 2002

Guest Editor's Introduction: Content-Based Multimedia Indexing and Retrieval.
IEEE Multim., 2002

Cluster Analysis in Image Repositories.
Proceedings of the International Workshop on Knowledge Discovery in Multimedia and Complex Data (KDMCD 2002), 2002

Partition Cardinality Estimation in Image Repositories.
Proceedings of the Mining Multimedia and Complex Data, 2002

K-automatic discovery in large image databases.
Proceedings of the Actes du XXème Congrès INFORSID, Nantes, France, 4-7 juin, 2002, 2002

Intelligent Image Clustering.
Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002

2001
Guest Editorial: Content-Based Multimedia Indexing and Retrieval.
Multim. Tools Appl., 2001

Rule and Visual Content-Based Indexing.
Proceedings of the Second International Workshop on Multimedia Data Mining, 2001

2000
Visual and Textual Content Based Indexing and Retrieval.
Int. J. Digit. Libr., 2000

Shape Processing and Image retrieval.
Obj. Logiciel Base données Réseaux, 2000

Image Access and Data Mining: An Approach.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

When image indexing meets knowledge discovery.
Proceedings of the International Workshop on Multimedia Data Mining, 2000

Intelligent content-based retrieval.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

1998
Content Based Image Retrieval Model in an Object Oriented Database.
Proceedings of the Image Databases and Multi-Media Search, 1998

Powerful Image Organization in Visual Retrieval Systems.
Proceedings of the 6th ACM International Conference on Multimedia '98, 1998

Visual Content Based Retrieval in an Image Database with Relevant Feedback.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1998

Introduction of high level descriptions in a visual information system.
Proceedings of the 14ème Journées Bases de Données Avancées, 1998

Concept-Based Query in Visual Information Systems.
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1998

1997
Management of Multimedia Scenarios in an Object-Oriented Database System.
Multim. Tools Appl., 1997

Retrieval and extraction by content of images in an object oriented database.
Proceedings of the Actes du XVème Congrès INFORSID, Toulouse, France, 10-13 juin, 1997, 1997

Temporal and Interactive Relations in a Multimedia Database System.
Proceedings of the Multimedia Applications, Services and Techniques, 1997

Objects and Interactive Application in Term of Scenario in a Multimedia Database.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

A Search System based on Image Features.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

Digital Information Retrieval.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

Scènes multimédias dans une base de données à objets.
Proceedings of the 13ème Journées Bases de Données Avancées, 1997

1996
Gestion des scénarios multi-média.
Proceedings of the Actes du XIVème Congrès INFORSID, Bordeaux, France, 4-7 juin, 1996, 1996

Temporal and interactive relations in a multimedia database system.
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

Multimedia Scenes in a Database System.
Proceedings of the Database and Expert Systems Applications, 7th International Conference, 1996

1995
Rule Evaluations in a KDD System
Proceedings of the Database and Expert Systems Applications, 1995

Some Aspect of Rule Discovery in Data Bases.
Proceedings of the Information Systems and Data Management, 1995

1994
Objets composites dans un modele a objets.
Proceedings of the Dixièmes Journées Bases de Données Avancées, 30 Août, 1994

1993
Composition and Dependency Relationships in Production Information System Design.
Proceedings of the Database and Expert Systems Applications, 4th International Conference, 1993

1991
Instanciation multiple et classification d'objets.
Proceedings of the VIIèmes Journées Bases de Données Avancées, 1991


  Loading...