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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

Author: Xiang BaiYi FangYangqing JiaMeina KanShiguang ShanAll authors
Publisher: Cham, Switzerland : Springer, 2019.
Series: Lecture notes in computer science, 11264.; LNCS sublibrary., SL 6,, Image processing, computer vision, pattern recognition, and graphics.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Printed edition:
Printed edition:
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: 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
ISBN: 9783030121778 3030121771
OCLC Number: 1083307220
Notes: Includes author index.
Description: 1 online resource (ix, 87 pages) : illustrations (some color)
Contents: Convolutional Neural Network-Based Classification of Histopathological Images Affected by Data Imbalance --
Three-Stream Convolution Networks after Background Subtraction for Action Recognition --
Scene Text Detection with A SSD and Encoder-Decoder Network Based Method --
Effective SVD-based Deep Network Compression for Automatic Speech Recognition --
Evaluation of Group Convolution in Lightweight Deep Networks for Object Classification --
Image-based Driver Drowsiness Detection --
Continuous Presentation Attack Detection in Face Biometrics based on Heart Rate.
Series Title: Lecture notes in computer science, 11264.; LNCS sublibrary., SL 6,, Image processing, computer vision, pattern recognition, and graphics.
Other Titles: FFER 2018
DLPR 2018
Responsibility: 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 (eds.).

Abstract:

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.

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