Jenny Benois-Pineau

According to our database1, Jenny Benois-Pineau authored at least 155 papers between 1992 and 2020.

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2020
Deep Learning in Mining of Visual Content
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-34375-0, 2020

Instrument Recognition in Laparoscopy for Technical Skill Assessment.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

2019
Perceptually-guided deep neural networks for ego-action prediction: Object grasping.
Pattern Recognit., 2019

Saliency-based selection of visual content for deep convolutional neural networks - Application to architectural style classification.
Multimedia Tools Appl., 2019

ChaboNet : Design of a deep CNN for prediction of visual saliency in natural video.
J. Vis. Commun. Image Represent., 2019

Reachy, a 3D-Printed Human-Like Robotic Arm as a Testbed for Human-Robot Control Strategies.
Front. Neurorobot., 2019

Organizing Cultural Heritage with Deep Features.
Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents, 2019

Forward-backward visual saliency propagation in Deep NNs vs internal attentional mechanisms.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Optimal Choice of Motion Estimation Methods for Fine-Grained Action Classification with 3D Convolutional Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Fine-Grained Action Detection and Classification in Table Tennis with Siamese Spatio-Temporal Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

FPGA-based SIFT implementation for wearable computing.
Proceedings of the 22nd IEEE International Symposium on Design and Diagnostics of Electronic Circuits & Systems, 2019

Multi-sensing of fragile persons for risk situation detection: devices, methods, challenges.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Dropping Activations in Convolutional Neural Networks with Visual Attention Maps.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Identifying Surgical Instruments in Laparoscopy Using Deep Learning Instance Segmentation.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Recognition of Alzheimer's Disease on sMRI based on 3D Multi-Scale CNN Features and a Gated Recurrent Fusion Unit.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
Multi-modal activity recognition from egocentric vision, semantic enrichment and lifelogging applications for the care of dementia.
J. Vis. Commun. Image Represent., 2018

3D Inception-based CNN with sMRI and MD-DTI data fusion for Alzheimer's Disease diagnostics.
CoRR, 2018

3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies.
CoRR, 2018

Computational Techniques for Eye Movements Analysis towards Supporting Early Diagnosis of Alzheimer's Disease: A Review.
Comp. Math. Methods in Medicine, 2018

Perceptually-guided Understanding of Egocentric Video Content: Recognition of Objects to Grasp.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Comparative study of visual saliency maps in the problem of classification of architectural images with Deep CNNs.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Increasing Training Stability for Deep CNNS.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Early and Late Fusion of Temporal Information for Classification of Surgical Actions in Laparoscopic Gynecology.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Introduction of Explicit Visual Saliency in Training of Deep CNNs: Application to Architectural Styles Classification.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

Sport Action Recognition with Siamese Spatio-Temporal CNNs: Application to Table Tennis.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

2017
Segmentation of left ventricle on dynamic MRI sequences for blood flow cancellation in Thermotherapy.
Signal Process. Image Commun., 2017

Prediction of visual attention with deep CNN on artificially degraded videos for studies of attention of patients with Dementia.
Multimedia Tools Appl., 2017

Architectural style classification of Mexican historical buildings using deep convolutional neural networks and sparse features.
J. Electronic Imaging, 2017

Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning.
Neurocomputing, 2017

Saliency Driven Object recognition in egocentric videos with deep CNN: toward application in assistance to Neuroprostheses.
Comput. Vis. Image Underst., 2017

Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+ \epsilon Study on ADNI.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Semi-Automatic Annotation with Predicted Visual Saliency Maps for Object Recognition in Wearable Video.
Proceedings of the 2017 Workshop on Wearable MultiMedia, 2017

Classification of sMRI for Alzheimer's disease Diagnosis with CNN: Single Siamese Networks with 2D+? Approach and Fusion on ADNI.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Extraction of saliency in images and video: Problems, methods and applications. A survey.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

FuseMe: Classification of sMRI images by fusion of Deep CNNs in 2D+ϵ projections.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

Deep Saliency: Prediction of Interestingness in Video with CNN.
Proceedings of the Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017

Visual Content Indexing and Retrieval with Psycho-Visual Models.
Proceedings of the Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017

2016
Fast Action Localization in Large-Scale Video Archives.
IEEE Trans. Circuits Syst. Video Techn., 2016

Perceptual modeling in the problem of active object recognition in visual scenes.
Pattern Recognit., 2016

Semantic Event Fusion of Different Visual Modality Concepts for Activity Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A scalable summary generation method based on cross-modal consensus clustering and OLAP cube modeling.
Multimedia Tools Appl., 2016

Saliency Driven Object recognition in egocentric videos with deep CNN.
CoRR, 2016

Deep Learning for Saliency Prediction in Natural Video.
CoRR, 2016

Transfer learning with deep networks for saliency prediction in natural video.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Prediction of visual attention with Deep CNN for studies of neurodegenerative diseases.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Goal-oriented top-down probabilistic visual attention model for recognition of manipulated objects in egocentric videos.
Signal Process. Image Commun., 2015

Guest editorial: Content-Based Multimedia Indexing.
Multimedia Tools Appl., 2015

Geometrical cues in visual saliency models for active object recognition in egocentric videos.
Multimedia Tools Appl., 2015

Classification of Alzheimer's disease subjects from MRI using hippocampal visual features.
Multimedia Tools Appl., 2015

Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex.
Comput. Medical Imaging Graph., 2015

Segmentation of left ventricle on MRI sequences for blood flow cancelation in thermotherapy.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Recognition of Activities of Daily Living in natural "at home" scenario for assessment of Alzheimer's disease patients.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Scalable action localization with kernel-space hashing.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Object recognition with top-down visual attention modeling for behavioral studies.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Recognition of Instrumental Activities of Daily Living in Egocentric Video for Activity Monitoring of Patients with Dementia.
Proceedings of the Health Monitoring and Personalized Feedback using Multimedia Data, 2015

Overview of Multimedia in Healthcare.
Proceedings of the Health Monitoring and Personalized Feedback using Multimedia Data, 2015

2014
Fusion of Multiple Visual Cues for Object Recognition in Videos.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Preface to the special issue on Content-Based Multimedia Indexing.
Multimedia Tools Appl., 2014

Hierarchical Hidden Markov Model in detecting activities of daily living in wearable videos for studies of dementia.
Multimedia Tools Appl., 2014

An Effective Visual Descriptor Based on Color and Shape Features for Image Retrieval.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Bag-of-bags of words - Irregular graph pyramids vs spatial pyramid matching for image retrieval.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

A Comparative Study of Irregular Pyramid Matching in Bag-of-Bags of Words Model for Image Retrieval.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Scalable video summarization of cultural video documents in cross-media space based on data cube approach.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013
Preface for the special issue of MTAP following CBMI 2011.
Multimedia Tools Appl., 2013

Egocentric vision IT technologies for Alzheimer disease assessment and studies
CoRR, 2013

Modeling instrumental activities of daily living in egocentric vision as sequences of active objects and context for alzheimer disease research.
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

ACM MM MIIRH 2013: workshop on multimedia indexing and information retrieval for healthcare.
Proceedings of the ACM Multimedia Conference, 2013

Adaptive rejection of outliers for robust motion compensation in cardiac MR-thermometry.
Proceedings of the IEEE International Conference on Image Processing, 2013

Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012
Robust Real-Time-Constrained Estimation of Respiratory Motion for Interventional MRI on Mobile Organs.
IEEE Trans. Information Technology in Biomedicine, 2012

Segmentation-based multi-class semantic object detection.
Multimedia Tools Appl., 2012

Preface for the special issue of MTAP following CBMI 2010.
Multimedia Tools Appl., 2012

Content Based Image Retrieval Using Bag-Of-Regions.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Multi-layer Local Graph Words for Object Recognition.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Strategies for multiple feature fusion with Hierarchical HMM: Application to activity recognition from wearable audiovisual sensors.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Feature-based brain MRI retrieval for Alzheimer disease diagnosis.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Fusion of Multiple Visual Cues for Visual Saliency Extraction from Wearable Camera Settings with Strong Motion.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Search of objects of interest in videos.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011
Local object-based super-resolution mosaicing from low-resolution video.
Signal Process., 2011

Detection of moving foreground objects in videos with strong camera motion.
Pattern Anal. Appl., 2011

A metric for no-reference video quality assessment for HD TV delivery based on saliency maps.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Activities of daily living indexing by hierarchical HMM for dementia diagnostics.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010
Scalable object-based video retrieval in HD video databases.
Signal Process. Image Commun., 2010

Significance Delta Reasoning with p-Adic Neural Networks: Application to Shot Change Detection in Video.
Comput. J., 2010

A multi-resolution particle filter tracking with a dual consistency check for model update in a multi-camera environment.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010


Multi-object particle filter tracking with automatic event analysis.
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010

The IMMED project: wearable video monitoring of people with age dementia.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

A new criterion for motion estimation assessment for MR-thermometry applications.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Real time constrained motion estimation for ECG-gated cardiac MRI.
Proceedings of the International Conference on Image Processing, 2010

A multi-object particle filter tracking with a dual consistency check: Application to mid-level concept detection in videos.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

2009
Multi-resolution tracking of a non-rigid target with particle filters for low and variable frame-rate videos.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Clustering of scene repeats for essential rushes preview.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

A multi-resolution particle filter tracking in a multi-camera environment.
Proceedings of the International Conference on Image Processing, 2009

ESPI Image Indexing and Similarity Search in Radon Transform Domain.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Special Session: Scalable Video Indexing.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008
Multiple Moving Object Detection for Fast Video Content Description in Compressed Domain.
EURASIP J. Adv. Sig. Proc., 2008


Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

The COST292 experimental framework for rushes summarization task in TRECVID 2008.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

HD motion estimation in a wavelet pyramid in JPEG2000 context.
Proceedings of the International Conference on Image Processing, 2008

Scalable indexing of HD Video.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

Wearable video monitoring of people with age Dementia : Video indexing at the service of helthcare.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Super-resolution mosaicing from MPEG compressed video.
Signal Process. Image Commun., 2007

The ARGOS campaign: Evaluation of video analysis and indexing tools.
Signal Process. Image Commun., 2007

Signal processing: Image communication, special issue on content-based multimedia indexing and retrieval.
Signal Process. Image Commun., 2007

Retrieval of objects in video by similarity based on graph matching.
Pattern Recognit. Lett., 2007


PCA-Based Magnetic Field Modeling : Application for On-Line MR Temperature Monitoring.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

PCA-Based Image Registration : Application to On-Line MR Temperature Monitoring of Moving Tissues.
Proceedings of the International Conference on Image Processing, 2007

Image classification with user defined ontology.
Proceedings of the 15th European Signal Processing Conference, 2007

The Argos Campaign: Evaluation of Video Analysis Tools.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
DAG-based visual interfaces for navigation in indexed video content.
Multimedia Tools Appl., 2006

Scene similarity measure for video content segmentation in the framework of a rough indexing paradigm.
Int. J. Intell. Syst., 2006

Use of Motion Information in Super-Resolution Mosaicing.
Proceedings of the International Conference on Image Processing, 2006

Knowledge-Based Supervised Learning Methods in a Classical Problem of Video Object Tracking.
Proceedings of the International Conference on Image Processing, 2006

2005
Real-Time and Distributed AV Content Analysis System for Consumer Electronics Networks.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Comparison of shot boundary detectors.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Gaussian mixture classification for moving object detection in video surveillance environment.
Proceedings of the 2005 International Conference on Image Processing, 2005

Object-Based Video Indexing.
Proceedings of the Multimedia Content and the Semantic Web, 2005

2004
Intuitive color-based visualization of multimedia content as large graphs.
Proceedings of the Visualization and Data Analysis 2004, 2004

Extraction of foreground objects from an MPEG2 video stream in rough-indexing framework.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Audio Features for Noisy Sound Segmentation.
Proceedings of the ISMIR 2004, 2004

Grouping video shots into scenes based on 1D mosaic descriptors.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Outils de structuration des documents vidéo en vue d'indexation basée sur une approche du signal 1D.
Technique et Science Informatiques, 2003

1-D Mosaics as a Tool for Structuring and Navigation in Digital Video Content.
Proceedings of the Visual Content Processing and Representation, 2003

Human detection and tracking for video surveillance applications in a low-density environment.
Proceedings of the Visual Communications and Image Processing 2003, 2003

2002
A New Method for Region-Based Depth Ordering in a Video Sequence: Application to Frame Interpolation.
J. Vis. Commun. Image Represent., 2002

Tracking of Objects in Video Scenes with Time Varying Content.
EURASIP J. Adv. Sig. Proc., 2002

Mesh-based error-scalable video object codec for variable bandwidth multimedia communications.
Proceedings of the 2002 International Conference on Image Processing, 2002

Full scheme of MPEG4-like codec based on wavelet transform.
Proceedings of the IEEE International Conference on Acoustics, 2002

A method for extraction of audio-visual leitmotif in movies by cross media analysis.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Joint tracking of polygonal and triangulated meshes of objects in moving sequences with time varying content.
Proceedings of the 2001 International Conference on Image Processing, 2001

Recovering of visual scenarios in movies by motion analysis and grouping spatio-temporal colour signatures of video shots.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000
Joint tracking of region-based and mesh models of 2D VOPs in video sequences.
Proceedings of the Visual Communications and Image Processing 2000, 2000

1999
Binkey: A System for Video Content Analysis "On the Fly".
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Hierarchical segmentation of video sequences for content manipulation and adaptive coding.
Signal Process., 1998

Relative Depth Estimation of Video Objects for Image Interpolation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Extraction of the Relative Depth Information of Objects in Video Sequences.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Detection of human faces in color image sequences with arbitrary motions for very low bit-rate videophone coding.
Pattern Recognit. Lett., 1997

Query by Synthesized Sketch in an Architectural Database.
Proceedings of the Storage and Retrieval for Image and Video Databases V, 1997

Robust Segmentation of Moving Image Sequences.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Video coding for wireless varying bit-rate communications based on area of interest and region representation.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Spatio-temporal segmentation of image sequences for object-oriented low bit-rate image coding.
Signal Process. Image Commun., 1996

Coding of structure in the region-based coder as a problem of optimization on graphs.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
Active contours approach to object tracking in image sequences with complex background.
Pattern Recognit. Lett., 1995

Spatio-temporal segmentation of image sequences for object-oriented low bit-rate image coding.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Motion and structure based image segmentation for object oriented time-varying sequences coding.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1992
Image segmentation by region-contour cooperation for image coding.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992


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