Benoit Huet

Orcid: 0000-0002-0608-6939

Affiliations:
  • Eurecom, Sophia Antipolis, France


According to our database1, Benoit Huet authored at least 153 papers between 1996 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Revolutionizing Lung Cancer Diagnostics with eyonis <sup>TM</sup> LCS: Cutting-edge AI/ML Technology-based SaMD for Enhanced Patient Care.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023
Exploring the Interplay Between Humans and Sports Equipment in the Quest for Performance.
Adapt. Behav., August, 2023

2022
3D-Morphomics, Morphological Features on CT Scans for Lung Nodule Malignancy Diagnosis.
Proceedings of the Cancer Prevention Through Early Detection, 2022

2021
Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses?
CoRR, 2021

Maximum Roaming Multi-Task Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Image and Video Captioning Using Deep Architectures.
Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021

2020
Neighbourhood Structure Preserving Cross-Modal Embedding for Video Hyperlinking.
IEEE Trans. Multim., 2020

Effective video hyperlinking by means of enriched feature sets and monomodal query combinations.
Int. J. Multim. Inf. Retr., 2020

VIREO @ Video Browser Showdown 2020.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

2019
Editorial for the ICMR 2018 special issue.
Int. J. Multim. Inf. Retr., 2019

VIREO-EURECOM @ TRECVID 2019: Ad-hoc Video Search (AVS).
Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

PicSOM and EURECOM Experiments in TRECVID 2019.
Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

EURECOM at TRECVid AVS 2019.
Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

VIREO @ Video Browser Showdown 2019.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Gated Recurrent Capsules for Visual Word Embeddings.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

L-STAP: Learned Spatio-Temporal Adaptive Pooling for Video Captioning.
Proceedings of the 1st International Workshop on AI for Smart TV Content Production, 2019

Fusion of Multimodal Embeddings for Ad-Hoc Video Search.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Semantic and Visual Similarities for Efficient Knowledge Transfer in CNN Training.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
The MeMAD Submission to the WMT18 Multimodal Translation Task.
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

EURECOM participation in TrecVid VTT 2018.
Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Rethinking Summarization and Storytelling for Modern Social Multimedia.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

MAHCI 2018: The 1st Workshop on Multimedia for Accessible Human Computer Interface.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: FF-6.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

AI + Multimedia Make Better Life?
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, 2018

Embedding Images and Sentences in a Common Space with a Recurrent Capsule Network.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

Deep Multimodal Features for Movie Genre and Interestingness Prediction.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

2017
Editorial: Good practices in multimedia modeling.
Neurocomputing, 2017

Eurecom-Polito at TRECVID 2017: Hyperlinking task.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

EURECOM at TRECVID 2017: The Adhoc Video Search.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

TRECVID 2017: Evaluating Ad-hoc and Instance Video Search, Events Detection, Video Captioning and Hyperlinking.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Multimodal Video-to-Video Linking: Turning to the Crowd for Insight and Evaluation.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

NexGenTV: Providing Real-Time Insight during Political Debates in a Second Screen Application.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

EURECOM@MediaEval 2017: Media Genre Inference for Predicting Media Interestingness.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Natural Language Access to Video Databases.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Visual versus Textual Embedding for Video Retrieval.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Event-based cross media question answering.
Multim. Tools Appl., 2016

Guest Editorial: Large-Scale Multimedia Content Analysis on Social Media.
Multim. Tools Appl., 2016

Linking socially contributed media with events.
Multim. Syst., 2016

Event analysis in social multimedia: a survey.
Frontiers Comput. Sci., 2016

EURECOM at TRECVID 2016: The Adhoc Video Search and Video Hyperlinking Tasks.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Eurecom-Polito at TRECVID 2016: Hyperlinking Tasks.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

TRECVID 2016: Evaluating Video Search, Video Event Detection, Localization, and Hyperlinking.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

E^2SGM E 2 S G M : Event Enrichment and Summarization by Graph Model.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Serendipity-driven Celebrity Video Hyperlinking.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Event-based MultiMedia Search and Retrieval for Question Answering.
Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction, 2016

Pursuing a Moving Target: Iterative Use of Benchmarking of a Task to Understand the Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

2015
Guest Editorial: Deep Learning for Multimedia Computing.
IEEE Trans. Multim., 2015

Event-Based Media Enrichment Using an Adaptive Probabilistic Hypergraph Model.
IEEE Trans. Cybern., 2015

Defining and Evaluating Video Hyperlinking for Navigating Multimedia Archives.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Convenient Discovery of Archived Video Using Audiovisual Hyperlinking.
Proceedings of the Third Edition Workshop on Speech, Language & Audio in Multimedia, 2015

Hyper Video Browser: Search and Hyperlinking in Broadcast Media.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Exploring Video Hyperlinking in Broadcast Media.
Proceedings of the Third Edition Workshop on Speech, Language & Audio in Multimedia, 2015

EURECOM @ SAVA2015: Visual Features for Multimedia Search.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Nonparametric scene parsing with deep convolutional features and dense alignment.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
On the automatic online collection of training data for visual event modeling.
Multim. Tools Appl., 2014

An ontology-based evidential framework for video indexing using high-level multimodal fusion.
Multim. Tools Appl., 2014

Social media mining and knowledge discovery.
Multim. Syst., 2014

Multimedia modeling.
Inf. Sci., 2014

Editorial - Special issue on multimedia in ecology.
Ecol. Informatics, 2014

Mining the Web for Multimedia-Based Enriching.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Video hyperlinking.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Automatic fine-grained hyperlinking of videos within a closed collection using scene segmentation.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

When textual and visual information join forces for multimedia retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2014

LinkedTV at MediaEval 2014 Search and Hyperlinking Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Linking text and visual concepts semantically for cross modal multimedia search.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Event Representation and Visualization from Social Media.
Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

Socially motivated multimedia topic timeline summarization.
Proceedings of the 2nd international workshop on Socially-aware multimedia, 2013

EventEnricher: a novel way to collect media illustrating events.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Heterogeneous features and model selection for event-based media classification.
Proceedings of the International Conference on Multimedia Retrieval, 2013

LinkedTV at MediaEval 2013 Search and Hyperlinking Task.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012
Large-Scale Multimedia Data Collections.
IEEE Multim., 2012

Social event discovery by topic inference.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Gathering training sample automatically for social event visual modeling.
Proceedings of the 2012 international workshop on Socially-aware multimedia, 2012

Multimedia Content Understanding: Bringing Context to Content. (Étude de Contenus Multimédia: Apporter du Contexte au Contenu).
, 2012

2011
Large-Scale Multimedia Retrieval and Mining [Guest editors' introduction].
IEEE Multim., 2011

Finding media illustrating events.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Social Event Detection at MediaEval 2011: Challenges, dataset and evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

EURECOM @ MediaEval 2011 Social Event Detection Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

Conclusion.
Proceedings of the Multimedia Semantics: Metadata, Analysis and Interaction, 2011

Introduction.
Proceedings of the Multimedia Semantics: Metadata, Analysis and Interaction, 2011

Machine Learning Techniques for Multimedia Analysis.
Proceedings of the Multimedia Semantics: Metadata, Analysis and Interaction, 2011

Feature Extraction for Multimedia Analysis.
Proceedings of the Multimedia Semantics: Metadata, Analysis and Interaction, 2011

2010
Selected Papers from MultiMedia Modeling Conference 2009.
EURASIP J. Image Video Process., 2010

Bimodal Emotion Recognition.
Proceedings of the Social Robotics - Second International Conference on Social Robotics, 2010

Automatic Concept Detector Refinement for Large-Scale Video Semantic Annotation.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

ACM international workshop on very-large-scale multimedia corpus, mining and retrieval (VLS-MCMR'10).
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Towards multimodal emotion recognition: a new approach.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009
Ontological reranking approach for hybrid concept similarity-based video shots indexation.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Face dynamics for biometric people recognition.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Evidence Theory-Based Multimodal Emotion Recognition.
Proceedings of the Advances in Multimedia Modeling, 2009

Integrating Image Segmentation and Classification for Fuzzy Knowledge-Based Multimedia Indexing.
Proceedings of the Advances in Multimedia Modeling, 2009

Toward environment-to-environment (E2E) affective sensitive communication systems.
Proceedings of the first ACM international workshop on Multimedia technologies for distance learning, 2009

ACM SIGMM the first workshop on web-scale multimedia corpus (WSMC09).
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Hierarchical Ontology-Based Robust Video Shots Indexation Using Global MPEG-7 Visual Descriptors.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008

Spatiotemporal semantic video segmentation.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Perplexity-based evidential neural network classifier fusion using mpeg-7 low-level visual features.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Low-level feature fusion models for soccer scene classification.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

A multimodal approach to music transcription.
Proceedings of the International Conference on Image Processing, 2008

Spatiotemporal modeling and matching of video shots.
Proceedings of the International Conference on Image Processing, 2008

Toward emotion indexing of multimedia excerpts.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

Towards Fully Automatic Image Segmentation Evaluation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007

Eurecom at TRECVid 2007: Extraction of High-level Features.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

SAMMI.
Proceedings of the Semantic Multimedia, 2007

Neural Network Combining Classifier Based on Dempster-Shafer Theory for Semantic Indexing in Video Content.
Proceedings of the Advances in Multimedia Modeling, 2007

Performance Analysis of Multiple Classifier Fusion for Semantic Video Content Indexing and Retrieval.
Proceedings of the Advances in Multimedia Modeling, 2007

ALICIA.
Proceedings of the Intelligent Virtual Agents, 7th International Conference, 2007

Video shots key-frames indexing and retrieval through pattern analysis and fusion techniques.
Proceedings of the 10th International Conference on Information Fusion, 2007

Analysis of vector space model and spatiotemporal segmentation for video indexing and retrieval.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Multi-level Fusion for Semantic Video Content Indexing and Retrieval.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006

Eurécom at TRECVid 2006: Extraction of High-level Features and BBC Rushes Exploitation.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Graph-Based Spatio-temporal Region Extraction.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Multi-Dimensional Dependency-Tree Hidden Markov Models.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Classifier Fusion: Combination Methods For Semantic Indexing in Video Content.
Proceedings of the Artificial Neural Networks, 2006

Continuous Behaviour Knowledge Space For Semantic Indexing of Video Content.
Proceedings of the 9th International Conference on Information Fusion, 2006

A New Approach to Probabilistic Image Modeling with Multidimensional Hidden Markov Models.
Proceedings of the Adaptive Multimedia Retrieval: User, 2006

2005
Eurécom at TRECVid 2005: Extraction of High-level Features.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Personalization of hyperlinked video in interactive television.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Hyperlinked Video with Moving Objects in Digital Television.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
Eurécom at Video-TREC 2004: Feature Extraction Task.
Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

Latent semantic analysis for an effective region-based video shot retrieval system.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Latent semantic indexing for semantic content detection of video shots.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Enhancing latent semantic analysis video object retrieval with structural information.
Proceedings of the 2004 International Conference on Image Processing, 2004

Improved Video Content Indexing by Multiple Latent Semantic Analysis.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

Using Structure for Video Object Retrieval.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
Comparison of Multiepisode Video Summarization Algorithms.
EURASIP J. Adv. Signal Process., 2003

Latent Semantic Indexing for Video Content Modeling and Analysis.
Proceedings of the 2003 TREC Video Retrieval Evaluation, 2003

2002
Relational object recognition from large structural libraries.
Pattern Recognit., 2002

Semantic Feature Extraction using Mpeg Macro-block Classification.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Generating TV summaries for CE-devices.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Image similarity for automatic video summarization.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Comparison of multi-episode video summarisation algorithms.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Generating Summaries Of Multi-Episode Video.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Relational skeletons for retrieval in patent drawings.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Approximate Viterbi decoding for 2D-hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Shape recognition from large image libraries by inexact graph matching.
Pattern Recognit. Lett., 1999

Line Pattern Retrieval Using Relational Histograms.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Structural Sensivity for Large-Scale Line-Pattern Recognition.
Proceedings of the Visual Information and Information Systems, 1999

Shape Retrieval by Inexact Graph Matching.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Sensitivity Analysis for Object Recognition from Large Structural Libraries.
Proceedings of the International Conference on Computer Vision, 1999

1998
Object Recognition from Large Structural Libraries.
Proceedings of the Advances in Pattern Recognition, 1998

Graph Matching for Shape Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Appearance-based object recognition using shape-from-shading.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Relational Histograms for Shape Indexing.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Fuzzy Relational Distance for Large-Scale Object Recognition.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Increased Extent of Characteristic Views using Shape-from-Shading for Object Recognition.
Proceedings of the British Machine Vision Conference 1998, 1998

1997
Structurally Gated Pairwise Geometric Histograms for Shape Indexing.
Proceedings of the British Machine Vision Conference 1997, 1997

1996
Cartographic indexing into a database of remotely sensed images.
Proceedings of ThirdIEEE Workshop on Applications of Computer Vision, 1996


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