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

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Romain Belmonte Benjamin Allaert

Face Analysis Under Uncontrolled Conditions

From Face Detection to Expression Recognition

Romain Belmonte, Benjamin Allaert

$273.95

Hardback

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English

ISTE Ltd
13 October 2022

Electronics & communications engineering; Computer vision

Summary
Details

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.

By: Romain Belmonte, Benjamin Allaert
Imprint: ISTE Ltd
Country of Publication: United Kingdom
Dimensions: Height: 235mm, Width: 156mm, Spine: 19mm
Weight: 759g
ISBN: 9781789451115
ISBN 10: 1789451116
Pages: 320
Publication Date: 13 October 2022
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active