Face Analysis Under Uncontrolled Conditions Face Analysis Under Uncontrolled Conditions

Face Analysis Under Uncontrolled Conditions

From Face Detection to Expression Recognition

    • £114.99
    • £114.99

Publisher 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.

GENRE
Computing & Internet
RELEASED
2022
14 September
LANGUAGE
EN
English
LENGTH
320
Pages
PUBLISHER
Wiley
SIZE
17
MB

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