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Yoann Baveye
Researcher at University of Nantes
Publications - 27
Citations - 803
Yoann Baveye is an academic researcher from University of Nantes. The author has contributed to research in topics: Affective computing & Video quality. The author has an hindex of 12, co-authored 26 publications receiving 624 citations. Previous affiliations of Yoann Baveye include University of Lyon.
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Journal ArticleDOI
LIRIS-ACCEDE: A Video Database for Affective Content Analysis
TL;DR: A large video database, namely LIRIS-ACCEDE, is proposed, which consists of 9,800 good quality video excerpts with a large content diversity and provides four experimental protocols and a baseline for prediction of emotions using a large set of both visual and audio features.
Proceedings ArticleDOI
Deep learning vs. kernel methods: Performance for emotion prediction in videos
TL;DR: The experimental results show that the limited size of the dataset prevents the learning or finetuning of CNN-based frameworks but that transfer learning is a promising solution to improve the performance of affective movie content analysis frameworks as long as very large datasets annotated along affective dimensions are not available.
Journal ArticleDOI
Affective Video Content Analysis: A Multidisciplinary Insight
TL;DR: A multidisciplinary state-of-the-art for affective movie content analysis is given, in order to promote and encourage exchanges between researchers from a very wide range of fields.
The MediaEval 2015 Affective Impact of Movies Task
Mats Sjöberg,Yoann Baveye,Hanli Wang,Vu Lam Quang,Bogdan Ionescu,Emmanuel Dellandréa,Markus Schedl,Claire-Hélène Demarty,Liming Chen +8 more
TL;DR: Insight is provided on the use case, task challenges, data set and ground truth, task run requirements and evaluation metrics of the MediaEval 2015 Aective Impact of Movies Task.