Face Analysis Under Uncontrolled Conditions. From Face Detection to Expression Recognition
Romain Belmonte, Benjamin Allaert
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.
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.
Կատեգորիաներ:
Տարի:
2022
Հրատարակչություն:
Wiley-ISTE
Լեզու:
english
Էջեր:
309
ISBN 10:
1789451116
ISBN 13:
9781789451115
Սերիաներ:
IMAGE: Information Seeking in Images and Videos
Ֆայլ:
PDF, 25.49 MB
IPFS:
,
english, 2022