Jenny Benois-Pineau is a professor of computer science at the University of Bordeaux and head of the “Video Analysis and Indexing? research group of the “Image and Sound? team of LABRI UMR 58000 Université Bordeaux / CNRS / IPB-ENSEIRB. She was deputy scientific director of theme B of the French national research unit CNRS GDR ISIS (2008-2015) and is currently in charge of international relations at the College of Sciences and Technologies of the University of Bordeaux. She obtained her doctorate in Signals and Systems in Moscow and her Habilitation to Direct Research in Computer Science and Image Processing at the University of Nantes in France. Her subjects of interest include image and video analysis and indexing, artificial intelligence methods applied to image recognition.
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Multi-faceted Deep Learning

Jenny Benois-Pineau , Akka Zemmari

This book covers a large set of methods in the field of Artificial Intelligence - Deep Learning applied to real-world problems. The fundamentals of  the Deep Learning approach and different types of Deep Neural Networks (DNNs) are first summarized in this...

2021-10-20 |

Springer



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179,34 l'ebook
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Deep Learning in Mining of Visual Content

Jenny Benois-Pineau , Akka Zemmari

This book provides the reader with the fundamental knowledge in the area of deep learning with application to visual content mining. The authors give a fresh view on Deep learning approaches both from the point of view of image understanding and supervised machine...

2020-01-22 |

Springer

Collection :

SpringerBriefs in Computer Science



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63,29 l'ebook
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Visual Content Indexing and Retrieval with Psycho-Visual Models

Jenny Benois-Pineau , Patrick Le Callet

This book provides a deep analysis and wide coverage of the very strong trend in computer vision and visual indexing and retrieval, covering such topics as incorporation of models of Human Visual attention into analysis and retrieval tasks. It makes the bridge between...

2017-10-13 |

Springer

Collection :

Multimedia Systems and Applications



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94,94 l'ebook
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