Face Analysis Under Uncontrolled Conditions: From Face Detection to Expression Recognition

Face Analysis Under Uncontrolled Conditions: From Face Detection to Expression Recognition 1st Edition
by Romain Belmonte,Benjamin Allaert (Author)
Publisher Finelybook 出版社:‎Wiley-ISTE; 1st edition (October 18, 2022)
Language 语言:‎English
pages 页数:‎320 pages
ISBN-10 书号:‎1789451116
ISBN-13 书号:‎9781789451115

Book Description
Face analysis is essential for a large number of applications such as human-computer interaction or multimedia (e.g. content indexing and retrieval). Although many approaches are under investigation, performance under uncontrolled conditions is still not satisfactory. The variations that impact facial appearance (e.g. pose, expression, illumination, occlusion, motion blur) make it a difficult problem to solve.

This book describes the progress towards this goal, from a core building block – landmark detection – to the higher level of micro and macro expression recognition. Specifically, the book addresses the modeling of temporal information to coincide with the dynamic nature of the face. It also includes a benchmark of recent solutions along with details about the acquisition of a dataset for such tasks.

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