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Advances in Face Detection and Facial Image Analysis

  • Book
  • © 2016

Overview

Editors:
  1. Michal Kawulok

    1. Automatic Control, Silesian University of Technology, Kawulok, Poland

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  2. M. Emre Celebi

    1. Computer Science, Louisiana State University in Shreveport, Shreveport, USA

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    You can also search for this editor in PubMed   Google Scholar

  3. Bogdan Smolka

    1. Silesian University of Technology, Gliwice, Poland

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  • Presents the latest research and applications in face analysis, including interdisciplinary problems concerning computer vision and psychology

  • Illustrates a review of existing methods in each chapter, rather than a single method proposed by the authors

  • Provides particular attention given to facial dynamics analysis using high-speed cameras

  • Includes supplementary material: sn.pub/extras

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. A Deep Learning Approach to Joint Face Detection and Segmentation

    • Khoa Luu, Chenchen Zhu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides
    Pages 1-12

  3. Face Detection Coupling Texture, Color and Depth Data

    • Loris Nanni, Alessandra Lumini, Ludovico Minto, Pietro Zanuttigh
    Pages 13-33

  4. Lighting Estimation and Adjustment for Facial Images

    • Xiaoyue Jiang, Xiaoyi Feng, Jun Wu, Jinye Peng
    Pages 35-61

  5. Advances, Challenges, and Opportunities in Automatic Facial Expression Recognition

    • Brais Martinez, Michel F. Valstar
    Pages 63-100

  6. Exaggeration Quantified: An Intensity-Based Analysis of Posed Facial Expressions

    • Harish Bhaskar, Davide La Torre, Mohammed Al-Mualla
    Pages 101-128

  7. Method of Modelling Facial Action Units Using Partial Differential Equations

    • Hassan Ugail, Nur Baini Ismail
    Pages 129-143

  8. Trends in Machine and Human Face Recognition

    • Bappaditya Mandal, Rosary Yuting Lim, Peilun Dai, Mona Ragab Sayed, Liyuan Li, Joo Hwee Lim
    Pages 145-187

  9. Labeled Faces in the Wild: A Survey

    • Erik Learned-Miller, Gary B. Huang, Aruni RoyChowdhury, Haoxiang Li, Gang Hua
    Pages 189-248

  10. Reference-Based Pose-Robust Face Recognition

    • Mehran Kafai, Kave Eshghi, Le An, Bir Bhanu
    Pages 249-278

  11. On Frame Selection for Video Face Recognition

    • Tejas I. Dhamecha, Gaurav Goswami, Richa Singh, Mayank Vatsa
    Pages 279-297

  12. Modeling of Facial Wrinkles for Applications in Computer Vision

    • Nazre Batool, Rama Chellappa
    Pages 299-332

  13. Communication-Aid System Using Eye-Gaze and Blink Information

    • Kiyohiko Abe, Hironobu Sato, Shogo Matsuno, Shoichi Ohi, Minoru Ohyama
    Pages 333-357

  14. The Utility of Facial Analysis Algorithms in Detecting Melancholia

    • Matthew P. Hyett, Gordon B. Parker, Abhinav Dhall
    Pages 359-375

  15. Visual Speech Feature Representations: Recent Advances

    • Chao Sui, Mohammed Bennamoun, Roberto Togneri
    Pages 377-396

  16. Extended Eye Landmarks Detection for Emerging Applications

    • Laura Florea, Corneliu Florea, Constantin Vertan
    Pages 397-434
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Keywords

About this book

This book presents the state-of-the-art in face detection and analysis. It outlines new research directions, including in particular psychology-based facial dynamics recognition, aimed at various applications such as behavior analysis, deception detection, and diagnosis of various psychological disorders. Topics of interest include face and facial landmark detection, face recognition, facial expression and emotion analysis, facial dynamics analysis, face classification, identification, and clustering, and gaze direction and head pose estimation, as well as applications of face analysis.

Editors and Affiliations

  • Automatic Control, Silesian University of Technology, Kawulok, Poland

    Michal Kawulok

  • Computer Science, Louisiana State University in Shreveport, Shreveport, USA

    M. Emre Celebi

  • Silesian University of Technology, Gliwice, Poland

    Bogdan Smolka

Bibliographic Information

  • Book Title: Advances in Face Detection and Facial Image Analysis

  • Editors: Michal Kawulok, M. Emre Celebi, Bogdan Smolka

  • DOI: https://doi.org/10.1007/978-3-319-25958-1

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2016

  • Hardcover ISBN: 978-3-319-25956-7Published: 08 April 2016

  • Softcover ISBN: 978-3-319-79864-6Published: 24 April 2018

  • eBook ISBN: 978-3-319-25958-1Published: 02 April 2016

  • Edition Number: 1

  • Number of Pages: X, 434

  • Number of Illustrations: 55 b/w illustrations, 110 illustrations in colour

  • Topics: Signal, Image and Speech Processing, Image Processing and Computer Vision

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