Image segmentation by region-contour cooperation for image coding. - Jenny Benois-Pineau; Dominique Barba (ICPR (3), 1992)

Motion and structure based image segmentation for object oriented time-varying sequences coding. - Jenny Benois-Pineau; Ling Wu; Philippe Delagnes; Dominique Barba (ICPR (1), 1994)

Spatio-temporal segmentation of image sequences for object-oriented low bit-rate image coding. - Ling Wu; Jenny Benois-Pineau; Dominique Barba (ICIP, 1995)

Active contours approach to object tracking in image sequences with complex background. - Philippe Delagnes; Jenny Benois-Pineau; Dominique Barba (Pattern Recognit. Lett., 1995)

Coding of structure in the region-based coder as a problem of optimization on graphs. - Jenny Benois-Pineau; Ali Khenchaf; Dominique Barba (ICPR, 1996)

Spatio-temporal segmentation of image sequences for object-oriented low bit-rate image coding. - Ling Wu; Jenny Benois-Pineau; Philippe Delagnes; Dominique Barba (Signal Process. Image Commun., 1996)

Video coding for wireless varying bit-rate communications based on area of interest and region representation. - Jenny Benois-Pineau; Dominique Barba; Nikolaos Sarris; Michael G. Strintzis (ICIP (3), 1997)

Robust Segmentation of Moving Image Sequences. - Franck Morier; Jenny Benois-Pineau; Dominique Barba; Henri Sanson (ICIP (1), 1997)

Query by Synthesized Sketch in an Architectural Database. - Jenny Benois-Pineau; José Martinez 001; Henri Briand (Storage and Retrieval for Image and Video Databases (SPIE), 1997)

Detection of human faces in color image sequences with arbitrary motions for very low bit-rate videophone coding. - M. Kapfer; Jenny Benois-Pineau (Pattern Recognit. Lett., 1997)

Extraction of the Relative Depth Information of Objects in Video Sequences. - F. X. Martinez; Jenny Benois-Pineau; Dominique Barba (ICIP (1), 1998)

Relative Depth Estimation of Video Objects for Image Interpolation. - Franck Morier; Henri Nicolas; Jenny Benois-Pineau; Dominique Barba; Henri Sanson (ICIP (1), 1998)

Hierarchical segmentation of video sequences for content manipulation and adaptive coding. - Jenny Benois-Pineau; Franck Morier; Dominique Barba; Henri Sanson (Signal Process., 1998)

Binkey: A System for Video Content Analysis "On the Fly". - F. Coudert; Jenny Benois-Pineau; P.-Y. Le Lann; Dominique Barba (ICMCS, Vol. 1, 1999)

Joint tracking of region-based and mesh models of 2D VOPs in video sequences. - Jenny Benois-Pineau; Pierre Verbert; Dominique Barba (VCIP, 2000)

Recovering of visual scenarios in movies by motion analysis and grouping spatio-temporal colour signatures of video shots. - Jenny Benois-Pineau; William Dupuy; Dominique Barba (EUSFLAT Conf., 2001)

Joint tracking of polygonal and triangulated meshes of objects in moving sequences with time varying content. - Amal Mahboubi; Jenny Benois-Pineau; Dominique Barba (ICIP (2), 2001)

A method for extraction of audio-visual leitmotif in movies by cross media analysis. - Jenny Benois-Pineau; Myriam Desainte-Catherine; Nicolas Louis (EUSIPCO, 2002)

Full scheme of MPEG4-like codec based on wavelet transform. - Son Tran Minh; Kalman Fazekas; Jenny Benois-Pineau; Andras Gschwindt (ICASSP, 2002)

Mesh-based error-scalable video object codec for variable bandwidth multimedia communications. - Son Tran Minh; Kalman Fazekas; Andras Gschwindt; Jenny Benois-Pineau (ICIP (1), 2002)

Tracking of Objects in Video Scenes with Time Varying Content. - Amal Mahboubi; Jenny Benois-Pineau; Dominique Barba (EURASIP J. Adv. Signal Process., 2002)

A New Method for Region-Based Depth Ordering in a Video Sequence: Application to Frame Interpolation. - Jenny Benois-Pineau; Henri Nicolas (J. Vis. Commun. Image Represent., 2002)

Human detection and tracking for video surveillance applications in a low-density environment. - Lionel Carminati; Jenny Benois-Pineau; Marc Gelgon (VCIP, 2003)

1-D Mosaics as a Tool for Structuring and Navigation in Digital Video Content. - William Dupuy; Jenny Benois-Pineau; Dominique Barba (VLBV, 2003)

Outils de structuration des documents vidéo en vue d'indexation basée sur une approche du signal 1D. - Jenny Benois-Pineau; William Dupuy; Dominique Barba (Tech. Sci. Informatiques, 2003)

Grouping video shots into scenes based on 1D mosaic descriptors. - Henri Nicolas; Anne Manoury; Jenny Benois-Pineau; William Dupuis; Dominique Barba (ICIP, 2004)

Audio Features for Noisy Sound Segmentation. - Pierre Hanna; Nicolas Louis; Myriam Desainte-Catherine; Jenny Benois-Pineau (ISMIR, 2004)

Extraction of foreground objects from an MPEG2 video stream in rough-indexing framework. - Francesca Manerba; Jenny Benois-Pineau; Riccardo Leonardi (Storage and Retrieval Methods and Applications for Multimedia, 2004)

Shot Boundary Detection In The Framework of Rough Indexing Paradigm. - Laurent Primaux; Jenny Benois-Pineau; Petra Krämer; Jean-Philippe Domenger (TRECVID, 2004)

Intuitive color-based visualization of multimedia content as large graphs. - Maylis Delest; Anthony Don; Jenny Benois-Pineau (Visualization and Data Analysis, 2004)

Object-Based Video Indexing. - Jenny Benois-Pineau (Multimedia Content and the Semantic Web, 2005)

Gaussian mixture classification for moving object detection in video surveillance environment. - Lionel Carminati; Jenny Benois-Pineau (ICIP (3), 2005)

Comparison of shot boundary detectors. - Jan Nesvadba; Fabian Ernst; Jernej Perhavc; Jenny Benois-Pineau; Laurent Primaux (ICME, 2005)

Real-Time and Distributed AV Content Analysis System for Consumer Electronics Networks. - Jan Nesvadba; Pedro Fonseca 002; Alexander Sinitsyn; Fons de Lange; Martijn Thijssen; Patrick van Kaam; Hong Liu 008; Rien van Leeuwen; Johan J. Lukkien; Andrei Korostelev; Jan Ypma; Bart Kroon; et al. (ICME, 2005)

Camera Motion Detection in the Rough Indexing Paradigm. - Petra Krämer; Jenny Benois-Pineau (TRECVID, 2005)

Knowledge-Based Supervised Learning Methods in a Classical Problem of Video Object Tracking. - Lionel Carminati; Jenny Benois-Pineau; Christian Jennewein (ICIP, 2006)

Use of Motion Information in Super-Resolution Mosaicing. - Petra Krämer; Ofer Hadar; Jenny Benois-Pineau; Jean-Philippe Domenger (ICIP, 2006)

COST292 experimental framework for TRECVID 2006. - Janko Calic; Petra Krämer; Suphi Umut Naci; Stefanos Vrochidis; Sercan Aksoy; Qianni Zhang; Jenny Benois-Pineau; Ahmet Saraçoglu; Charalampos Doulaverakis; Roman Jarina; Neill W. Campbell; Vasileios Mezaris; et al. (TRECVID, 2006)

Scene similarity measure for video content segmentation in the framework of a rough indexing paradigm. - Petra Krämer; Jenny Benois-Pineau; Jean-Philippe Domenger (Int. J. Intell. Syst., 2006)

DAG-based visual interfaces for navigation in indexed video content. - Maylis Delest; Anthony Don; Jenny Benois-Pineau (Multim. Tools Appl., 2006)

The Argos Campaign: Evaluation of Video Analysis Tools. - Philippe Joly; Jenny Benois-Pineau; Ewa Kijak; Georges Quénot (CBMI, 2007)

Image classification with user defined ontology. - Rémi Vieux; Jean-Philippe Domenger; Jenny Benois-Pineau; Achille J.-P. Braquelaire (EUSIPCO, 2007)

PCA-Based Image Registration : Application to On-Line MR Temperature Monitoring of Moving Tissues. - Gregory Maclair; Baudouin Denis de Senneville; Mario Ries; Bruno Quesson; Pascal Desbarats; Jenny Benois-Pineau; Chrit T. W. Moonen (ICIP (3), 2007)

PCA-Based Magnetic Field Modeling : Application for On-Line MR Temperature Monitoring. - Gregory Maclair; Baudouin Denis de Senneville; Mario Ries; Bruno Quesson; Pascal Desbarats; Jenny Benois-Pineau; Chrit T. W. Moonen (MICCAI (2), 2007)

The COST292 experimental framework for TRECVID 2007. - Qianni Zhang; Krishna Chandramouli; Uros Damnjanovic; Tomas Piatrik; Ebroul Izquierdo; Marzia Corvaglia; Nicola Adami; Riccardo Leonardi; G. Yakin; Sercan Aksoy; Suphi Umut Naci; Alan Hanjalic; et al. (TRECVID, 2007)

Retrieval of objects in video by similarity based on graph matching. - Fanny Chevalier; Jean-Philippe Domenger; Jenny Benois-Pineau; Maylis Delest (Pattern Recognit. Lett., 2007)

Signal processing: Image communication, special issue on content-based multimedia indexing and retrieval. - Ebroul Izquierdo; Jenny Benois-Pineau; Régine André-Obrecht (Signal Process. Image Commun., 2007)

The ARGOS campaign: Evaluation of video analysis and indexing tools. - Philippe Joly; Jenny Benois-Pineau; Ewa Kijak; Georges Quénot (Signal Process. Image Commun., 2007)

Super-resolution mosaicing from MPEG compressed video. - Petra Krämer; Ofer Hadar; Jenny Benois-Pineau; Jean-Philippe Domenger (Signal Process. Image Commun., 2007)

Wearable video monitoring of people with age Dementia : Video indexing at the service of helthcare. - Rémi Mégret; Dániel Szolgay; Jenny Benois-Pineau; Philippe Joly; Julien Pinquier; Jean-François Dartigues; Catherine Helmer (CBMI, 2008)

Scalable indexing of HD Video. - Claire Morand; Jenny Benois-Pineau; Jean-Philippe Domenger (CBMI, 2008)

HD motion estimation in a wavelet pyramid in JPEG2000 context. - Claire Morand; Jenny Benois-Pineau; Jean-Philippe Domenger (ICIP, 2008)

The COST292 experimental framework for rushes summarization task in TRECVID 2008. - Suphi Umut Naci; Uros Damnjanovic; Boris Mansencal; Jenny Benois-Pineau; Christian Kaes; Marzia Corvaglia; Eliana Rossi; Naiara Aginako (TVS, 2008)

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. - Georges Quénot; Jenny Benois-Pineau; Boris Mansencal; Eliana Rossi; Matthieu Cord; Frédéric Precioso; David Gorisse; Patrick Lambert; Bertrand Augereau; Lionel Granjon; Denis Pellerin; Michèle Rombaut; et al. (TVS, 2008)

COST292 experimental framework for TRECVID2008. - Qianni Zhang; Krishna Chandramouli; Uros Damnjanovic; Tomas Piatrik; Giorgos Tolias; Yannis Avrithis; Petros Kapsalas; Phivos Mylonas; Evaggelos Spyrou; Boris Mansencal; Jenny Benois-Pineau; Ahmet Saracoglu; et al. (TRECVID, 2008)

Multiple Moving Object Detection for Fast Video Content Description in Compressed Domain. - Francesca Manerba; Jenny Benois-Pineau; Riccardo Leonardi; Boris Mansencal (EURASIP J. Adv. Signal Process., 2008)

Special Session: Scalable Video Indexing. - Ewa Kijak; Jenny Benois-Pineau (CBMI, 2009)

ESPI Image Indexing and Similarity Search in Radon Transform Domain. - Rémi Vieux; Jenny Benois-Pineau; Jean-Philippe Domenger; Achille J.-P. Braquelaire (CBMI, 2009)

A multi-resolution particle filter tracking in a multi-camera environment. - Yifan Zhou; Henri Nicolas; Jenny Benois-Pineau (ICIP, 2009)

IRIM at TRECVID 2009 : High Level Feature Extraction. - Bertrand Delezoide; Hervé Le Borgne; Pierre-Alain Moëllic; Frédéric Precioso; Philippe Gosselin; Feng Wang 036; Bernard Mérialdo; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Bredin; Lionel Koenig; et al. (TRECVID, 2009)

Clustering of scene repeats for essential rushes preview. - Eliana Rossi; Sergio Benini; Riccardo Leonardi; Boris Mansencal; Jenny Benois-Pineau (WIAMIS, 2009)

Multi-resolution tracking of a non-rigid target with particle filters for low and variable frame-rate videos. - Yifan Zhou; Jenny Benois-Pineau; Henri Nicolas (WIAMIS, 2009)

A multi-object particle filter tracking with a dual consistency check: Application to mid-level concept detection in videos. - Yifan Zhou; Boris Mansencal; Jenny Benois-Pineau (CBMI, 2010)

Real time constrained motion estimation for ECG-gated cardiac MRI. - Sébastien Roujol; Jenny Benois-Pineau; Baudouin Denis de Senneville; Bruno Quesson; Mario Ries; Chrit T. W. Moonen (ICIP, 2010)

Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases. - Svebor Karaman; Jenny Benois-Pineau; Rémi Mégret; Vladislavs Dovgalecs; Jean-François Dartigues; Yann Gaëstel (ICPR, 2010)

A new criterion for motion estimation assessment for MR-thermometry applications. - Sébastien Roujol; Mario Ries; Bruno Quesson; Jenny Benois-Pineau; Chrit T. W. Moonen; Baudouin Denis de Senneville (ISBI, 2010)

The IMMED project: wearable video monitoring of people with age dementia. - Rémi Mégret; Vladislavs Dovgalecs; Hazem Wannous; Svebor Karaman; Jenny Benois-Pineau; Elie el Khoury 001; Julien Pinquier; Philippe Joly; Régine André-Obrecht; Yann Gaëstel; Jean-François Dartigues (ACM Multimedia, 2010)

Multi-object particle filter tracking with automatic event analysis. - Yifan Zhou; Jenny Benois-Pineau; Henri Nicolas (ARTEMIS@ACM Multimedia, 2010)

IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. - David Gorisse; Frédéric Precioso; Philippe Henri Gosselin; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Bredin; Lionel Koenig; Hélène Lachambre; Elie el Khoury 001; Rémi Vieux; Boris Mansencal; et al. (TRECVID, 2010)

A multi-resolution particle filter tracking with a dual consistency check for model update in a multi-camera environment. - Yifan Zhou; Jenny Benois-Pineau; Henri Nicolas (WIAMIS, 2010)

Significance Delta Reasoning with p-Adic Neural Networks: Application to Shot Change Detection in Video. - Jenny Benois-Pineau; Andrei Yu. Khrennikov (Comput. J., 2010)

Scalable object-based video retrieval in HD video databases. - Claire Morand; Jenny Benois-Pineau; Jean-Philippe Domenger; Joaquin Zepeda; Ewa Kijak; Christine Guillemot (Signal Process. Image Commun., 2010)

Activities of daily living indexing by hierarchical HMM for dementia diagnostics. - Svebor Karaman; Jenny Benois-Pineau; Rémi Mégret; Julien Pinquier; Yann Gaëstel; Jean-François Dartigues (CBMI, 2011)

A metric for no-reference video quality assessment for HD TV delivery based on saliency maps. - Hugo Boujut; Jenny Benois-Pineau; Toufik Ahmed; Ofer Hadar; Patrick Bonnet (ICME, 2011)

Weighted-MSE based on saliency map for assessing video quality of H.264 video streams. - Hugo Boujut; Jenny Benois-Pineau; Ofer Hadar; Toufik Ahmed; Patrick Bonnet (IQSP, 2011)

IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. - Bertrand Delezoide; Frédéric Precioso; Philippe Henri Gosselin; Miriam Redi; Bernard Mérialdo; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Jégou; Rémi Vieux; Boris Mansencal; Jenny Benois-Pineau; et al. (TRECVID, 2011)

Detection of moving foreground objects in videos with strong camera motion. - Dániel Szolgay; Jenny Benois-Pineau; Rémi Mégret; Yann Gaëstel; Jean-François Dartigues (Pattern Anal. Appl., 2011)

Local object-based super-resolution mosaicing from low-resolution video. - Petra Krämer; Jenny Benois-Pineau; Jean-Philippe Domenger (Signal Process., 2011)

Search of objects of interest in videos. - Boris Mansencal; Jenny Benois-Pineau; Rémi Vieux; Jean-Philippe Domenger (CBMI, 2012)

Fusion of Multiple Visual Cues for Visual Saliency Extraction from Wearable Camera Settings with Strong Motion. - Hugo Boujut; Jenny Benois-Pineau; Rémi Mégret (ECCV Workshops (3), 2012)

Feature-based brain MRI retrieval for Alzheimer disease diagnosis. - Maxim M. Mizotin; Jenny Benois-Pineau; Michèle Allard; Gwenaelle Catheline (ICIP, 2012)

Strategies for multiple feature fusion with Hierarchical HMM: Application to activity recognition from wearable audiovisual sensors. - Julien Pinquier; Svebor Karaman; Laetitia Letoupin; Patrice Guyot; Rémi Mégret; Jenny Benois-Pineau; Yann Gaëstel; Jean-François Dartigues (ICPR, 2012)

No-reference video quality assessment of H.264 video streams based on semantic saliency maps. - Hugo Boujut; Jenny Benois-Pineau; Toufik Ahmed; Ofer Hadar; Patrick Bonnet (IQSP, 2012)

Multi-layer Local Graph Words for Object Recognition. - Svebor Karaman; Jenny Benois-Pineau; Rémi Mégret; Aurélie Bugeau (MMM, 2012)

Content Based Image Retrieval Using Bag-Of-Regions. - Rémi Vieux; Jenny Benois-Pineau; Jean-Philippe Domenger (MMM, 2012)

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. - Nicolas Ballas; Benjamin Labbé; Aymen Shabou; Hervé Le Borgne; Philippe Gosselin; Miriam Redi; Bernard Mérialdo; Hervé Jégou; Jonathan Delhumeau; Rémi Vieux; Boris Mansencal; Jenny Benois-Pineau; et al. (TRECVID, 2012)

Preface for the special issue of MTAP following CBMI 2010. - Georges Quénot; Jenny Benois-Pineau; Régine André-Obrecht (Multim. Tools Appl., 2012)

Segmentation-based multi-class semantic object detection. - Rémi Vieux; Jenny Benois-Pineau; Jean-Philippe Domenger; Achille J.-P. Braquelaire (Multim. Tools Appl., 2012)

Robust Real-Time-Constrained Estimation of Respiratory Motion for Interventional MRI on Mobile Organs. - Sébastien Roujol; Jenny Benois-Pineau; Baudouin Denis de Senneville; Mario Ries; Bruno Quesson; Chrit T. W. Moonen (IEEE Trans. Inf. Technol. Biomed., 2012)

Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI. - Olfa Ben Ahmed; Jenny Benois-Pineau; Chokri Ben Amar; Michèle Allard; Gwenaelle Catheline (CBMI, 2013)

Adaptive rejection of outliers for robust motion compensation in cardiac MR-thermometry. - Aurelie Emilien; Jenny Benois-Pineau; Delphine Elbes; Bruno Quesson (ICIP, 2013)

ACM MM MIIRH 2013: workshop on multimedia indexing and information retrieval for healthcare. - Jenny Benois-Pineau; Alexia Briassouli; Alexander G. Hauptmann (ACM Multimedia, 2013)

Modeling instrumental activities of daily living in egocentric vision as sequences of active objects and context for alzheimer disease research. - Iván González-Díaz 001; Vincent Buso; Jenny Benois-Pineau; Guillaume Bourmaud; Rémi Mégret (MIIRH@ACM Multimedia, 2013)

IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. - Nicolas Ballas; Benjamin Labbé; Hervé Le Borgne; Philippe Gosselin; David Picard; Miriam Redi; Bernard Mérialdo; Iván González-Díaz 001; Boris Mansencal; Jenny Benois-Pineau; Stéphane Ayache; Abdelkader Hamadi; et al. (TRECVID, 2013)

Egocentric vision IT technologies for Alzheimer disease assessment and studies - Hugo Boujut; Vincent Buso; Guillaume Bourmaud; Jenny Benois-Pineau; Rémi Mégret; Jean-Philippe Domenger; Yann Gaëstel; Jean-François Dartigues (CoRR, 2013)

Preface for the special issue of MTAP following CBMI 2011. - José M. Martínez 001; Bernard Mérialdo; Jenny Benois-Pineau; Joemon M. Jose (Multim. Tools Appl., 2013)

Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Gwenaelle Catheline; Chokri Ben Amar (CBMI, 2014)

Scalable video summarization of cultural video documents in cross-media space based on data cube approach. - Karina Perez-Daniel; Mariko Nakano-Miyatake; Jenny Benois-Pineau; Sofian Maabout; Gabriel Sargent (CBMI, 2014)

A Comparative Study of Irregular Pyramid Matching in Bag-of-Bags of Words Model for Image Retrieval. - Yi Ren; Jenny Benois-Pineau; Aurélie Bugeau (ICISP, 2014)

Bag-of-bags of words - Irregular graph pyramids vs spatial pyramid matching for image retrieval. - Yi Ren; Aurélie Bugeau; Jenny Benois-Pineau (IPTA, 2014)

An Effective Visual Descriptor Based on Color and Shape Features for Image Retrieval. - Atoany N. Fierro-Radilla; Karina Perez-Daniel; Mariko Nakano-Miyatake; Héctor M. Pérez Meana; Jenny Benois-Pineau (MICAI (1), 2014)

IRIM at TRECVID 2014: Semantic Indexing and Instance Search. - Nicolas Ballas; Benjamin Labbé; Hervé Le Borgne; Philippe Gosselin; David Picard; Miriam Redi; Bernard Mérialdo; Boris Mansencal; Jenny Benois-Pineau; Stéphane Ayache; Abdelkader Hamadi; Bahjat Safadi; et al. (TRECVID, 2014)

Hierarchical Hidden Markov Model in detecting activities of daily living in wearable videos for studies of dementia. - Svebor Karaman; Jenny Benois-Pineau; Vladislavs Dovgalecs; Rémi Mégret; Julien Pinquier; Régine André-Obrecht; Yann Gaëstel; Jean-François Dartigues (Multim. Tools Appl., 2014)

Preface to the special issue on Content-Based Multimedia Indexing. - Stéphane Marchand-Maillet; Patrick Lambert; Bernard Mérialdo; Jenny Benois-Pineau (Multim. Tools Appl., 2014)

Fusion of Multiple Visual Cues for Object Recognition in Videos. - Iván González-Díaz 001; Jenny Benois-Pineau; Vincent Buso; Hugo Boujut (Fusion in Computer Vision, 2014)

Overview of Multimedia in Healthcare. - Alexia Briassouli; Jenny Benois-Pineau; Alexander G. Hauptmann (Health Monitoring and Personalized Feedback using Multimedia Data, 2015)

Recognition of Instrumental Activities of Daily Living in Egocentric Video for Activity Monitoring of Patients with Dementia. - Iván González-Díaz 001; Vincent Buso; Jenny Benois-Pineau; Guillaume Bourmaud; Gaelle Usseglio; Rémi Mégret; Yann Gaëstel; Jean-François Dartigues (Health Monitoring and Personalized Feedback using Multimedia Data, 2015)

The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture. - Alejandro Ramírez 001; Jenny Benois-Pineau; Mireya S. García-Vázquez; Andrei Stoian; Michel Crucianu; Mariko Nakano; Francisco J. García-Ugalde; Jean-Luc Rouas; Henri Nicolas; Jean Carrive (CBMI, 2015)

Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging. - Olfa Ben Ahmed; Jenny Benois-Pineau; Chokri Ben Amar; Michele Aliara; Gwenaelle Catheline (ICIP, 2015)

Object recognition with top-down visual attention modeling for behavioral studies. - Vincent Buso; Iván González-Díaz 001; Jenny Benois-Pineau (ICIP, 2015)

Scalable action localization with kernel-space hashing. - Andrei Stoian; Marin Ferecatu; Jenny Benois-Pineau; Michel Crucianu (ICIP, 2015)

Recognition of Activities of Daily Living in natural "at home" scenario for assessment of Alzheimer's disease patients. - Vincent Buso; Louise Hopper; Jenny Benois-Pineau; Pierre-Marie Plans; Rémi Mégret (ICME Workshops, 2015)

Segmentation of left ventricle on MRI sequences for blood flow cancelation in thermotherapy. - Samah Bouzidi; Aurelie Emilien; Bruno Quesson; Chokri Ben Amar; Jenny Benois-Pineau; Pascal Desbarats (IPTA, 2015)

IRIM at TRECVID 2015: Semantic Indexing. - Hervé Le Borgne; Philippe Henri Gosselin; David Picard; Miriam Redi; Bernard Mérialdo; Boris Mansencal; Jenny Benois-Pineau; Stéphane Ayache; Abdelkader Hamadi; Bahjat Safadi; Nadia Derbas; Mateusz Budnik; et al. (TRECVID, 2015)

Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex. - Olfa Ben Ahmed; Maxim M. Mizotin; Jenny Benois-Pineau; Michèle Allard; Gwénaëlle Catheline; Chokri Ben Amar (Comput. Medical Imaging Graph., 2015)

Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Chokri Ben Amar; Gwénaëlle Catheline (Multim. Tools Appl., 2015)

Geometrical cues in visual saliency models for active object recognition in egocentric videos. - Vincent Buso; Jenny Benois-Pineau; Jean-Philippe Domenger (Multim. Tools Appl., 2015)

Guest editorial: Content-Based Multimedia Indexing. - Klaus Schoeffmann; Jenny Benois-Pineau; Bernard Mérialdo; Tamás Szirányi (Multim. Tools Appl., 2015)

Goal-oriented top-down probabilistic visual attention model for recognition of manipulated objects in egocentric videos. - Vincent Buso; Iván González-Díaz 001; Jenny Benois-Pineau (Signal Process. Image Commun., 2015)

Prediction of visual attention with Deep CNN for studies of neurodegenerative diseases. - Souad Chaabouni; Francois Tison; Jenny Benois-Pineau; Chokri Ben Amar (CBMI, 2016)

Transfer learning with deep networks for saliency prediction in natural video. - Souad Chaabouni; Jenny Benois-Pineau; Chokri Ben Amar (ICIP, 2016)

IRIM at TRECVID 2016: Instance Search. - Boris Mansencal; Jenny Benois-Pineau; Hervé Bredin; Alexandre Benoît; Nicolas Voiron; Patrick Lambert; Georges Quénot (TRECVID, 2016)

Deep Learning for Saliency Prediction in Natural Video. - Souad Chaabouni; Jenny Benois-Pineau; Ofer Hadar; Chokri Ben Amar (CoRR, 2016)

Saliency Driven Object recognition in egocentric videos with deep CNN. - Philippe Pérez de San Roman; Jenny Benois-Pineau; Jean-Philippe Domenger; Florent Paclet; Daniel Cattaert; Aymar de Rugy (CoRR, 2016)

A scalable summary generation method based on cross-modal consensus clustering and OLAP cube modeling. - Gabriel Sargent; Karina Perez-Daniel; Andrei Stoian; Jenny Benois-Pineau; Sofian Maabout; Henri Nicolas; Mariko Nakano-Miyatake; Jean Carrive (Multim. Tools Appl., 2016)

Semantic Event Fusion of Different Visual Modality Concepts for Activity Recognition. - Carlos Fernando Crispim Junior; Vincent Buso; Konstantinos Avgerinakis; Georgios Meditskos; Alexia Briassouli; Jenny Benois-Pineau; Ioannis Kompatsiaris; François Brémond (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Perceptual modeling in the problem of active object recognition in visual scenes. - Iván González-Díaz 001; Vincent Buso; Jenny Benois-Pineau (Pattern Recognit., 2016)

Fast Action Localization in Large-Scale Video Archives. - Andrei Stoian; Marin Ferecatu; Jenny Benois-Pineau; Michel Crucianu (IEEE Trans. Circuits Syst. Video Technol., 2016)

Visual Content Indexing and Retrieval with Psycho-Visual Models. - Patrick Le Callet; Jenny Benois-Pineau (Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017)

Deep Saliency: Prediction of Interestingness in Video with CNN. - Souad Chaabouni; Jenny Benois-Pineau; Akka Zemmari; Chokri Ben Amar (Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017)

FuseMe: Classification of sMRI images by fusion of Deep CNNs in 2D+ϵ projections. - Karim Aderghal; Jenny Benois-Pineau; Karim Afdel; Gwénaëlle Catheline (CBMI, 2017)

Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction. - Abraham Montoya Obeso; Mireya S. García-Vázquez; Alejandro Alvaro Ramírez-Acosta; Jenny Benois-Pineau (CBMI, 2017)

Extraction of saliency in images and video: Problems, methods and applications. A survey. - Jenny Benois-Pineau; Mihai Mitrea (IPTA, 2017)

Classification of sMRI for Alzheimer's disease Diagnosis with CNN: Single Siamese Networks with 2D+? Approach and Fusion on ADNI. - Karim Aderghal; Jenny Benois-Pineau; Karim Afdel (ICMR, 2017)

Semi-Automatic Annotation with Predicted Visual Saliency Maps for Object Recognition in Wearable Video. - Jenny Benois-Pineau; Mireya S. García-Vázquez; L. A. Oropesa Moralez; Alejandro Alvaro Ramírez-Acosta (WearMMe@ICMR, 2017)

Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+ epsilon Study on ADNI. - Karim Aderghal; Manuel Boissenin; Jenny Benois-Pineau; Gwénaëlle Catheline; Karim Afdel (MMM (1), 2017)

IRIM at TRECVID 2017: Instance Search. - Boris Mansencal; Jenny Benois-Pineau; Hervé Bredin; Alexandre Benoît; Nicolas Voiron; Patrick Lambert; Hervé Le Borgne; Adrian Popescu 001; Alexandru-Lucian Gînsca; Georges Quénot (TRECVID, 2017)

Saliency Driven Object recognition in egocentric videos with deep CNN: toward application in assistance to Neuroprostheses. - Philippe Pérez de San Roman; Jenny Benois-Pineau; Jean-Philippe Domenger; Florent Paclet; Daniel Cattaert; Aymar de Rugy (Comput. Vis. Image Underst., 2017)

Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Gwénaëlle Catheline; Chokri Ben Amar (Neurocomputing, 2017)

Architectural style classification of Mexican historical buildings using deep convolutional neural networks and sparse features. - Abraham Montoya Obeso; Jenny Benois-Pineau; Alejandro Alvaro Ramírez-Acosta; Mireya S. García-Vázquez (J. Electronic Imaging, 2017)

Prediction of visual attention with deep CNN on artificially degraded videos for studies of attention of patients with Dementia. - Souad Chaabouni; Jenny Benois-Pineau; Francois Tison; Chokri Ben Amar; Akka Zemmari (Multim. Tools Appl., 2017)

Segmentation of left ventricle on dynamic MRI sequences for blood flow cancellation in Thermotherapy. - Samah Bouzidi; Aurelie Emilien; Jenny Benois-Pineau; Bruno Quesson; Chokri Ben Amar; Pascal Desbarats (Signal Process. Image Commun., 2017)

Sport Action Recognition with Siamese Spatio-Temporal CNNs: Application to Table Tennis. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Julien Morlier (CBMI, 2018)

Introduction of Explicit Visual Saliency in Training of Deep CNNs: Application to Architectural Styles Classification. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (CBMI, 2018)

Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning. - Karim Aderghal; Alexander V. Khvostikov; Andrei S. Krylov; Jenny Benois-Pineau; Karim Afdel; Gwenaelle Catheline (CBMS, 2018)

Early and Late Fusion of Temporal Information for Classification of Surgical Actions in Laparoscopic Gynecology. - Stefan Petscharnig; Klaus Schöffmann; Jenny Benois-Pineau; Souad Chaabouni; Jörg Keckstein (CBMS, 2018)

Increasing Training Stability for Deep CNNS. - Pierre Gillot; Jenny Benois-Pineau; Akka Zemmari; Yurii E. Nesterov (ICIP, 2018)

Comparative study of visual saliency maps in the problem of classification of architectural images with Deep CNNs. - Abraham Montoya Obeso; Jenny Benois-Pineau; Kamel Guissous; Valérie Gouet-Brunet; Mireya S. García-Vázquez; Alejandro Alvaro Ramírez-Acosta (IPTA, 2018)

Perceptually-guided Understanding of Egocentric Video Content: Recognition of Objects to Grasp. - Iván González-Díaz 001; Jenny Benois-Pineau; Jean-Philippe Domenger; Aymar de Rugy (ICMR, 2018)

IRIM at TRECVID 2018: Instance Search. - Boris Mansencal; Jenny Benois-Pineau; Hervé Bredin; Georges Quénot (TRECVID, 2018)

Computational Techniques for Eye Movements Analysis towards Supporting Early Diagnosis of Alzheimer's Disease: A Review. - Jessica Beltrán; Mireya S. García-Vázquez; Jenny Benois-Pineau; Luis Miguel Gutiérrez-Robledo; Jean-François Dartigues (Comput. Math. Methods Medicine, 2018)

3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies. - Alexander V. Khvostikov; Karim Aderghal; Jenny Benois-Pineau; Andrey S. Krylov; Gwenaelle Catheline (CoRR, 2018)

3D Inception-based CNN with sMRI and MD-DTI data fusion for Alzheimer's Disease diagnostics. - Alexander V. Khvostikov; Karim Aderghal; Andrey S. Krylov; Gwenaelle Catheline; Jenny Benois-Pineau (CoRR, 2018)

Multi-modal activity recognition from egocentric vision, semantic enrichment and lifelogging applications for the care of dementia. - Georgios Meditskos; Pierre-Marie Plans; Thanos G. Stavropoulos; Jenny Benois-Pineau; Vincent Buso; Ioannis Kompatsiaris (J. Vis. Commun. Image Represent., 2018)

Recognition of Alzheimer's Disease on sMRI based on 3D Multi-Scale CNN Features and a Gated Recurrent Fusion Unit. - Ibtissam Bakkouri; Karim Afdel; Jenny Benois-Pineau; Gwenaelle Catheline (CBMI, 2019)

Identifying Surgical Instruments in Laparoscopy Using Deep Learning Instance Segmentation. - Sabrina Kletz; Klaus Schoeffmann; Jenny Benois-Pineau; Heinrich Husslein (CBMI, 2019)

Dropping Activations in Convolutional Neural Networks with Visual Attention Maps. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (CBMI, 2019)

Multi-sensing of fragile persons for risk situation detection: devices, methods, challenges. - Thinhinane Yebda; Jenny Benois-Pineau; Hélène Amieva; Benjamin Frolicher (CBMI, 2019)

FPGA-based SIFT implementation for wearable computing. - Attila Fejér; Zoltán Nagy 001; Jenny Benois-Pineau; Péter Szolgay; Aymar de Rugy; Jean-Philippe Domenger (DDECS, 2019)

Fine-Grained Action Detection and Classification in Table Tennis with Siamese Spatio-Temporal Convolutional Neural Network. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri (ICIP, 2019)

Optimal Choice of Motion Estimation Methods for Fine-Grained Action Classification with 3D Convolutional Networks. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Julien Morlier (ICIP, 2019)

Forward-backward visual saliency propagation in Deep NNs vs internal attentional mechanisms. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (IPTA, 2019)

Siamese Spatio-Temporal Convolutional Neural Network for Stroke Classification in Table Tennis Games. - Pierre-Etienne Martin; Jenny Benois-Pineau; Boris Mansencal; Renaud Péteri; Julien Morlier (MediaEval, 2019)

Sports Video Annotation: Detection of Strokes in Table Tennis Task for MediaEval 2019. - Pierre-Etienne Martin; Jenny Benois-Pineau; Boris Mansencal; Renaud Péteri; Laurent Mascarilla; Jordan Calandre; Julien Morlier (MediaEval, 2019)

Organizing Cultural Heritage with Deep Features. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (SUMAC @ ACM Multimedia, 2019)

Reachy, a 3D-Printed Human-Like Robotic Arm as a Testbed for Human-Robot Control Strategies. - Sébastien Mick; Mattieu Lapeyre; Pierre Rouanet; Christophe Halgand; Jenny Benois-Pineau; Florent Paclet; Daniel Cattaert; Pierre-Yves Oudeyer; Aymar de Rugy (Frontiers Neurorobotics, 2019)

ChaboNet : Design of a deep CNN for prediction of visual saliency in natural video. - Souad Chaabouni; Jenny Benois-Pineau; Chokri Ben Amar (J. Vis. Commun. Image Represent., 2019)

Saliency-based selection of visual content for deep convolutional neural networks - Application to architectural style classification. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya S. García-Vázquez; Alejandro Alvaro Ramírez-Acosta (Multim. Tools Appl., 2019)

Perceptually-guided deep neural networks for ego-action prediction: Object grasping. - Iván González-Díaz 001; Jenny Benois-Pineau; Jean-Philippe Domenger; Daniel Cattaert; Aymar de Rugy (Pattern Recognit., 2019)

3D attention mechanism for fine-grained classification of table tennis strokes using a Twin Spatio-Temporal Convolutional Neural Networks. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Julien Morlier (ICPR, 2020)

Features Understanding in 3D CNNs for Actions Recognition in Video. - Kazi Ahmed Asif Fuad; Pierre-Etienne Martin; Romain Giot; Romain Bourqui; Jenny Benois-Pineau; Akka Zemmari (IPTA, 2020)

Classification of Strokes in Table Tennis with a Three Stream Spatio-Temporal CNN for MediaEval 2020. - Pierre-Etienne Martin; Jenny Benois-Pineau; Boris Mansencal; Renaud Péteri; Julien Morlier (MediaEval, 2020)

Sports Video Classification: Classification of Strokes in Table Tennis for MediaEval 2020. - Pierre-Etienne Martin; Jenny Benois-Pineau; Boris Mansencal; Renaud Péteri; Laurent Mascarilla; Jordan Calandre; Julien Morlier (MediaEval, 2020)

Detection of Semantic Risk Situations in Lifelog Data for Improving Life of Frail People. - Thinhinane Yebda; Jenny Benois-Pineau; Marion Pech; Hélène Amièva; Cathal Gurrin (ICMR, 2020)

Instrument Recognition in Laparoscopy for Technical Skill Assessment. - Sabrina Kletz; Klaus Schoeffmann; Andreas Leibetseder; Jenny Benois-Pineau; Heinrich Husslein (MMM (2), 2020)

Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition. - Miltiadis Poursanidis; Jenny Benois-Pineau; Akka Zemmari; Boris Mansencal; Aymar de Rugy (CoRR, 2020)

Fine grained sport action recognition with Twin spatio-temporal convolutional neural networks. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Julien Morlier (Multim. Tools Appl., 2020)

Deep Learning in Mining of Visual Content - Akka Zemmari; Jenny Benois-Pineau (Springer, 2020)

Introduction. - Jenny Benois-Pineau (Multi-faceted Deep Learning, 2021)

Conclusion. - Jenny Benois-Pineau; Akka Zemmari (Multi-faceted Deep Learning, 2021)

3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Akka Zemmari; Julien Morlier (Multi-faceted Deep Learning, 2021)

Deep Neural Networks: Models and Methods. - Akka Zemmari; Jenny Benois-Pineau (Multi-faceted Deep Learning, 2021)

A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data. - Rupayan Mallick; Thinhinane Yebda; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Hélène Amieva (CBMI, 2021)

A Hierarchical Classification System for the Detection of Covid-19 from Chest X-Ray Images. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari (ICCVW, 2021)

Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari; Gwenaelle Catheline (ICIP, 2021)

Analysis of Deep Neural Networks Correlations with Human Subjects on a Perception Task. - Loann Giovannangeli; Romain Giot; David Auber; Jenny Benois-Pineau; Romain Bourqui (IV, 2021)

Sports Video: Fine-Grained Action Detection and Classification of Table Tennis Strokes from videos for MediaEval 2021. - Pierre-Etienne Martin; Jordan Calandre; Boris Mansencal; Jenny Benois-Pineau; Renaud Péteri; Laurent Mascarilla; Julien Morlier (MediaEval, 2021)

Three-Stream 3D/1D CNN for Fine-Grained Action Classification and Segmentation in Table Tennis. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Julien Morlier (MMSports@MM, 2021)

Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments. - Thinhinane Yebda; Jenny Benois-Pineau; Marion Pech; Hélène Amieva; Laura Middleton; Max Bergelt (MMM (2), 2021)

White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari (CoRR, 2021)

Implementation of Scale Invariant Feature Transform detector on FPGA for low-power wearable devices for prostheses control. - Attila Fejér; Zoltán Nagy 001; Jenny Benois-Pineau; Péter Szolgay; Aymar de Rugy; Jean-Philippe Domenger (Int. J. Circuit Theory Appl., 2021)

Review of white box methods for explanations of convolutional neural networks in image classification tasks. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari (J. Electronic Imaging, 2021)

Special issue on content-based multimedia indexing in the era of artificial intelligence. - Stevan Rudinac; Jenny Benois-Pineau; Stéphane Marchand-Maillet (Multim. Tools Appl., 2021)

Streaming learning with Move-to-Data approach for image classification. - Abel Kahsay Gebreslassie; Jenny Benois-Pineau; Akka Zemmari (CBMI, 2022)

I Saw: A Self-Attention Weighted Method for Explanation of Visual Transformers. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari (ICIP, 2022)

Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Thinhinane Yebda; Marion Pech; Hélène Amieva; Laura Middleton (ICPR, 2022)

Multi Layered Feature Explanation Method for Convolutional Neural Networks. - Luca Bourroux; Jenny Benois-Pineau; Romain Bourqui; Romain Giot (ICPRAI (1), 2022)

Sport Task: Fine Grained Action Detection and Classification of Table Tennis Strokes from Videos for MediaEval 2022. - Pierre-Etienne Martin; Jordan Calandre; Boris Mansencal; Jenny Benois-Pineau; Renaud Péteri; Laurent Mascarilla; Julien Morlier (MediaEval, 2022)

A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Thinhinane Yebda; Hélène Amieva; Laura Middleton (ICDAR@ICMR, 2022)

3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Akka Zemmari; Julien Morlier (CoRR, 2022)

Reference-based and No-reference Metrics to Evaluate Explanation Methods of AI - CNNs in Image Classification Tasks. - Alexey Zhukov; Jenny Benois-Pineau; Romain Giot (CoRR, 2022)

Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data. - Rupayan Mallick; Thinhinane Yebda; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Hélène Amieva (IEEE Multim., 2022)

Hybrid FPGA-CPU-Based Architecture for Object Recognition in Visual Servoing of Arm Prosthesis. - Attila Fejér; Zoltán Nagy 001; Jenny Benois-Pineau; Péter Szolgay; Aymar de Rugy; Jean-Philippe Domenger (J. Imaging, 2022)

BG-3DM2F: Bidirectional gated 3D multi-scale feature fusion for Alzheimer's disease diagnosis. - Ibtissam Bakkouri; Karim Afdel; Jenny Benois-Pineau; Gwénaëlle Catheline (Multim. Tools Appl., 2022)

Visual vs internal attention mechanisms in deep neural networks for image classification and object detection. - Abraham Montoya Obeso; Jenny Benois-Pineau; Mireya Saraí García-Vázquez; Alejandro Alvaro Ramírez-Acosta (Pattern Recognit., 2022)

Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari; Hélène Amieva; Laura Middleton (CBMI, 2023)

On the stability, correctness and plausibility of visual explanation methods based on feature importance. - Romain Xu-Darme; Jenny Benois-Pineau; Romain Giot; Georges Quénot; Zakaria Chihani; Marie-Christine Rousset; Alexey Zhukov (CBMI, 2023)

Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers for Covid-19 Detection. - Meaza Eyakem Gebreamlak; Meghna P. Ayyar; Jenny Benois-Pineau; Jean-Pierre Salmon; Akka Zemmari (IPTA, 2023)

SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming. - Aymeric Erades; Pierre-Etienne Martin; Romain Vuillemot; Boris Mansencal; Renaud Péteri; Julien Morlier; Stefan Duffner; Jenny Benois-Pineau (MediaEval, 2023)

Evaluation of Explanation Methods of AI - CNNs in Image Classification Tasks with Reference-based and No-reference Metrics. - Alexey Zhukov; Jenny Benois-Pineau; Romain Giot (Adv. Artif. Intell. Mach. Learn., 2023)

JEI Updates Research Topic Categories. - Zeev Zalevsky; Jenny Benois-Pineau; Laura E. Boucheron; Atanas P. Gotchev; Walter G. Kropatsch; Alexander C. Loui (J. Electronic Imaging, 2023)

A Hybrid AI System for Fusion of Object and Context Information: Application to the Rail Line Defect Detection. - Alexey Zhukov; Jenny Benois-Pineau; Alain Rivero; Akka Zemmari; Mohamed Mosbah 001; Danilo Crispiani (CBMI, 2024)

Object Segmentation in the Wild with Foundation Models: Application to Vision Assisted Neuro-Prostheses for Upper Limbs. - Bolutife Atoki; Jenny Benois-Pineau; Fabien Baldacci; Aymar de Rugy (EUVIP, 2024)

ET: Explain to Train: Leveraging Explanations to Enhance the Training of A Multimodal Transformer. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari (ICIP, 2024)

ESL: Explain to Improve Streaming Learning for Transformers. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari (ICPR (9), 2024)

Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods. - Hyeon Yu; Jenny Benois-Pineau; Romain Bourqui; Romain Giot; Alexey Zhukov (ICPR (Workshops and Challenges, 6), 2024)

IFI: Interpreting for Improving: A Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari (MMM (4), 2024)

A Hybrid System for Defect Detection on Rail Lines through the Fusion of Object and Context Information. - Alexey Zhukov; Alain Rivero; Jenny Benois-Pineau; Akka Zemmari; Mohamed Mosbah 001 (Sensors, 2024)

A hybrid transformer with domain adaptation using interpretability techniques for the application to the detection of risk situations. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Kamel Guerda; Boris Mansencal; Hélène Amieva; Laura Middleton (Multim. Tools Appl., 2024)

Asymmetric Multi-Task Learning for Interpretable Gaze-Driven Grasping Action Forecasting. - Iván González-Díaz 001; Miguel Molina-Moreno; Jenny Benois-Pineau; Aymar de Rugy (IEEE J. Biomed. Health Informatics, 2024)

Object segmentation in the wild with foundation models: application to vision assisted neuro-prostheses for upper limbs. - Bolutife Atoki; Jenny Benois-Pineau; Renaud Péteri; Fabien Baldacci; Aymar de Rugy (CoRR, 2025)