Claire-Hélène Demarty - Senior Scientist - Technicolor Rennes

Claire-Hélène Demarty

Senior Scientist

Location:Rennes

Laboratory:

Datasets

  • VSD: annotated data for violent scene detection, accompanied by additional violence-related audio and video annotated features (guns, explosions, blood, etc.)
  • Interestingness dataset: shots and keyframes extracted from movie trailers, with annotation of interestingness levels and additional extracted low-level features

Publications

(see complete list on GoogleScholar)

Projects

Research Interests

  • Machine Learning and classification, Deep Learning,
  • Multimodal analysis, structuring, indexing,
  • Perceptual Understanding of content
  • Image processing (video indexing, image segmentation),
  • Computer vision,
  • Mathematical morphology.

Short Bio

Claire-Helene Demarty graduated from Telecom ParisTech in 1994 and received a Ph.D. degree in Computer Science, Mathematical Morphology, from Mines ParisTech in 2000. She joined the Technicolor Research & Innovation Center in 2004 as a senior researcher and became senior scientist in 2010. Located in Rennes, France, she is working on multimedia indexing technologies and perceptual understanding of content. Prior to Technicolor, she worked at LTUTechnologies (2000 – 2002) and at INRIA Rennes – IRISA (2003 – 2004), a French public research center, as a researcher in image analysis and video indexing technologies. She is author or co-author of more than 30 papers and is holding several patents. Since 2011, she has been organizing the Affect Task - Violent Scenes Detection and in 2016, she launched the Predicting Media Interestingness Task, in the MediaEval benchmark.

Latest publications

Article

DEEP LEARNING FOR MULTIMODAL-BASED VIDEO INTERESTINGNESS PREDICTION

Yuesong Chen, Claire-Hélène Demarty, Ngoc Duong

ICME 2017
July 10, 2017

MediaEval 2016 Predicting Media Interestingness Task

Claire-Hélène Demarty, Mats Sjöberg, Bogdan Ionescu, Thanh-Toan Do, Hanli Wang, Ngoc Q. K. Duong, Frédéric Lefebvre

MediaEval Workshop
October 20, 2016

Technicolor@MediaEval 2016 Predicting Media Interestingness Task

Yuesong Shen, Claire-Hélène Demarty, Ngoc Duong

MediaEval 2016 worshop
October 20, 2016

Experiencing the interestingness concept within and between pictures

HVEI 2016
February 17, 2016

VSD2014: A Dataset for Violent Scenes Detection in Hollywood Movies and Web Videos

Markus Schedl, Mats Sjöberg, Ionut Mironica, Bogdan Ionescu, Vu Lam Quang, Yu-Gang Jiang, Claire-Hélène Demarty

CBMI2015
June 15, 2015

Benchmarking Violent Scenes Detection in Movies

Claire-Hélène Demarty, Bogdan Ionescu, Yu-Gang Jiang, Vu Lam Quang, Markus Schedl, Cédric Penet

CBMI 2014
June 18, 2014

Variability Modelling for Audio Events Detection in movies

Cédric Penet, Claire-Hélène Demarty, Guillaume Gravier, Patrick Gros

Journal of Multimedia Tools and Applications - Special Issue on Content Based Multimedia Indexing
May 01, 2014

Multimodal Violence Detection in Hollywood Movies: State-of-the-Art and Benchmarking

Claire-Hélène Demarty, Cédric Penet, Bogdan Ionescu, Guillaume Gravier, Mohammad Soleymani

Fusion in Computer Vision
April 01, 2014

VSD, a public dataset for the detection of violent scenes in movies: design, annotation, analysis and evaluation

Claire-Hélène Demarty, Cédric Penet, Mohammad Soleymani, Guillaume Gravier

MTAP
January 01, 2014

Technicolor/INRIA team at the MediaEval 2013 Violent Scene Detection Task

Cédric Penet, Claire-Hélène Demarty, Guillaume Gravier, Patrick Gros

MediaEval 2013
November 01, 2013

The MediaEval 2013 Affect Task: Violent Scenes Detection

Claire-Hélène Demarty, Cédric Penet, Markus Schedl, Bogdan Ionescu, Vu Lam Quang, Yu-Gang Jiang

MediaEval 2013 Workshop
October 18, 2013

Audio Event Detection using Multiple Audio Words and Contextual Network

Cédric Penet, Claire-Hélène Demarty, Guillaume Gravier, Patrick Gros

CBMI2013
June 17, 2013

A benchmarking campaign for detecting violent scenes in movies

Claire-Hélène Demarty, Cédric Penet, Mohammad Soleymani, Guillaume Gravier

ECCV : Workshop on Information fusion in Computer Vision for Concept Recognition
October 29, 2012

Electrodermal activity applied to violent scenes impact measurement and user profiling

SMC 2012
October 14, 2012

Technicolor/INRIA/Imperial College London at the MediaEval 2012 Violent Scene Detection Task

Cédric Penet, Claire-Hélène Demarty, Guillaume Gravier, Patrick Gros

MediaEval 2012 Workshop
October 04, 2012

The MediaEval 2012 Affect Task: Violent Scenes Detection in Hollywood Movies

Claire-Hélène Demarty, Cédric Penet, Guillaume Gravier, Mohammad Soleymani

MediaEval 2012 Workshop
October 04, 2012

De la détection d’évènements sonores violents par SVM dans les films

Cédric Penet, Claire-Hélène Demarty, Guillaume Gravier, Patrick Gros

orasis2011
June 09, 2011

Paper

The MediaEval 2014 Affect Task: Violent Scenes Detection

Mats Sjöberg, Bogdan Ionescu, Yu-Gang Jiang, Vu Lam Quang, Markus Scheld, Claire-Hélène Demarty

MediaEval 2014 workshop
October 18, 2014

Electrodermal activity applied to violent scenes impact measurement and user profiling

IEEE SMC 2012
October 14, 2012

Multimodal information fusion and temporal integration for violence detection in movies

Cédric Penet, Claire-Hélène Demarty, Guillaume Gravier, Patrick Gros

ICASSP 2012
March 25, 2012

The MediaEval 2011 Affect Task: Violent Scenes Detection in Hollywood Movies

Claire-Hélène Demarty, Cédric Penet, Guillaume Gravier, Mohammad Soleymani

MediaEval 2011 Workshop
September 01, 2011

Learning temporal modality integration with Bayesian Networks

Cédric Penet, Claire-Hélène Demarty, Guillaume Gravier, Patrick Gros

MediaEval 2011 Workshop
September 01, 2011