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Video Analytics. Face and Facial Expression Recognition

Third International Workshop, FFER 2018, and Second International Workshop, DLPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Xiang Bai

    1. Huazhong University of Science and Technology, Wuhan, China

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  2. Yi Fang

    1. New York University Abu Dhabi, Abu Dhabi, United Arab Emirates

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  3. Yangqing Jia

    1. Facebook (United States), San Francisco, USA

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  4. Meina Kan

    1. Chinese Academy of Sciences, Beijing, China

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  5. Shiguang Shan

    1. Chinese Academy of Sciences, Beijing, China

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  6. Chunhua Shen

    1. University of Adelaide, Adeladie, Australia

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  7. Jingdong Wang

    1. Microsoft Research Asia (China), Beijing, China

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  8. Gui-Song Xia

    1. Wuhan University, Wuhan, China

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  9. Shuicheng Yan

    1. National University of Singapore, Singapore, Singapore

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  10. Zhaoxiang Zhang

    1. Chinese Academy of Sciences, Beijing, China

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  11. Kamal Nasrollahi

    1. Aalborg University, Aalborg, Denmark

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  12. Gang Hua

    1. Microsoft Research, Seattle, USA

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  13. Thomas B. Moeslund

    1. Aalborg University, Aalborg, Denmark

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  14. Qiang Ji

    1. Rensselaer Polytechnic Institute, Troy, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11264)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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Table of contents (7 papers)

  1. Front Matter

    Pages I-IX
    Download chapter PDF

  2. Convolutional Neural Network-Based Classification of Histopathological Images Affected by Data Imbalance

    • MichaÅ‚ Koziarski, Bogdan Kwolek, BogusÅ‚aw Cyganek
    Pages 1-11

  3. Three-Stream Convolution Networks After Background Subtraction for Action Recognition

    • Chao Li, Yue Ming
    Pages 12-24

  4. Scene Text Detection with a SSD and Encoder-Decoder Network Based Method

    • Cong Luo, Xue Gao
    Pages 25-34

  5. Effective SVD-Based Deep Network Compression for Automatic Speech Recognition

    • Hao Fu, Yue Ming, Yibo Jiang, Chunxiao Fan
    Pages 35-47

  6. Evaluation of Group Convolution in Lightweight Deep Networks for Object Classification

    • Arindam Das, Thomas Boulay, Senthil Yogamani, Shiping Ou
    Pages 48-60

  7. Image-Based Driver Drowsiness Detection

    • F. Dornaika, F. Khattar, J. Reta, I. Arganda-Carreras, M. Hernandez, Y. Ruichek
    Pages 61-71

  8. Continuous Presentation Attack Detection in Face Biometrics Based on Heart Rate

    • Javier Hernandez-Ortega, Julian Fierrez, Ester Gonzalez-Sosa, Aythami Morales
    Pages 72-86

  9. Back Matter

    Pages 87-87
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  1. Video Analytics. Face and Facial Expression Recognition

Keywords

About this book

This book constitutes the proceedings of the Third Workshop on Face and Facial Expression Recognition from Real World Videos, FFER 2018, and the Second International Workshop on Deep Learning for Pattern Recognition, DLPR 2018, held at the 24th International Conference on Pattern Recognition, ICPR 2018, in Beijing, China, in August 2018.

The 7 papers presented in this volume were carefully reviewed and selected from 9 submissions. They deal with topics such as histopathological images, action recognition, scene text detection, speech recognition, object classification, presentation attack detection, and driver drowsiness detection.

Editors and Affiliations

  • Huazhong University of Science and Technology, Wuhan, China

    Xiang Bai

  • New York University Abu Dhabi, Abu Dhabi, United Arab Emirates

    Yi Fang

  • Facebook (United States), San Francisco, USA

    Yangqing Jia

  • Chinese Academy of Sciences, Beijing, China

    Meina Kan, Shiguang Shan, Zhaoxiang Zhang

  • University of Adelaide, Adeladie, Australia

    Chunhua Shen

  • Microsoft Research Asia (China), Beijing, China

    Jingdong Wang

  • Wuhan University, Wuhan, China

    Gui-Song Xia

  • National University of Singapore, Singapore, Singapore

    Shuicheng Yan

  • Aalborg University, Aalborg, Denmark

    Kamal Nasrollahi, Thomas B. Moeslund

  • Microsoft Research, Seattle, USA

    Gang Hua

  • Rensselaer Polytechnic Institute, Troy, USA

    Qiang Ji

Bibliographic Information

  • Book Title: Video Analytics. Face and Facial Expression Recognition

  • Book Subtitle: Third International Workshop, FFER 2018, and Second International Workshop, DLPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers

  • Editors: Xiang Bai, Yi Fang, Yangqing Jia, Meina Kan, Shiguang Shan, Chunhua Shen, Jingdong Wang, Gui-Song Xia, Shuicheng Yan, Zhaoxiang Zhang, Kamal Nasrollahi, Gang Hua, Thomas B. Moeslund, … Qiang Ji

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-12177-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-030-12176-1Published: 19 January 2019

  • eBook ISBN: 978-3-030-12177-8Published: 18 January 2019

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: IX, 87

  • Number of Illustrations: 8 b/w illustrations, 30 illustrations in colour

  • Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Artificial Intelligence, Information Systems and Communication Service

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