Title 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 / 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.)

Published Cham, Switzerland : Springer, 2019

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Description 1 online resource (ix, 87 pages) : illustrations (some color) Series Lecture notes in computer science ; 11264 LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics Lecture notes in computer science ; 11264. LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics. 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 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 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 Notes Includes author index Online resource; title from PDF title page (SpringerLink, viewed January 25, 2019) Subject Optical pattern recognition -- Congresses Digital video -- Congresses Digital video Optical pattern recognition Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Bai, Xiang, editor Fang, Yi, editor Jia, Yangqing, editor Kan, Meina, editor Shan, Shiguang, editor. Shen, Chunhua, editor Wang, Jingdong, editor Xia, Gui-Song, editor Yan, Shuicheng, editor. Zhang, Zhaoxiang, editor Nasrollahi, Kamal, editor. Hua, Gang, 1979- editor. Moeslund, Thomas B., editor. Ji, Qiang, 1963- editor. DLPR (Workshop) (2nd : 2018 : Beijing, China) ISBN 9783030121778 3030121771

Other Titles FFER 2018 DLPR 2018

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