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Multimodal Behavior Analysis in the Wild: Advances and Challenges

Nicu Sebe

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Multimodal Behavioral Analysis in the Wild: Advances and Challenges presents the state-of- the-art in behavioral signal processing using different data modalities, with a special focus on identifying the strengths and limitations of current technologies. The book focuses on audio and video modalities, while also emphasizing emerging modalities, such as accelerometer or proximity data. It covers tasks at different levels of complexity, from low level , through middle level , and high level , providing insights on how to exploit inter-level and intra-level links.

This is a valuable resource on the state-of-the- art and future research challenges of multi-modal behavioral analysis in the wild. It is suitable for researchers and graduate students in the fields of computer vision, audio processing, pattern recognition, machine learning and social signal processing.

Pages: 498

Format: Paperback

Publisher: Academic Press

Release: November 16, 2018

ISBN: 012814601X

ISBN 13: 9780128146019

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Multimodal Behavior Analysis in the Wild: Advances and Challenges

Multimodal Behavior Analysis in the Wild: Advances and Challenges

Multimodal Behavior Analysis in the Wild: Advances and Challenges

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