![]() ![]() Xiaoyi Feng Editors Deep Learning in Object Detection and Recognition 123 Editors Xiaoyue Jiang School of Electronics and Information Northwestern Polytechnical University Xi’an, Shaanxi, China Yanwei Pang School of Electrical and Information Engineering Tianjin University Tianjin, Tianjin, China Abdenour Hadid Center for Machine Vision and Signal Analysis University of Oulu Oulu, Oulu, Finland Eric Granger École de technologie supérieure University of Québec Montréal, QC, Canada Xiaoyi Feng School of Electronics and Information Northwestern Polytechnical University Xi’an, Shanxi, China ISBN 978-981-10-5151-7 ISBN 978-981-10-5152-4 (eBook) © Springer Nature Singapore Pte Ltd.Eric Granger Xiaoyi Feng Editors Deep Learning in Object Detection and Recognition Deep Learning in Object Detection and Recognition Xiaoyue Jiang. ![]() Pages i-xvi An Overview of Deep Learning (Zhaoqiang Xia).Pages 1-18 Deep Learning in Object Detection (Yanwei Pang, Jiale Cao).Pages 19-57 Deep Learning in Face Recognition Across Variations in Pose and Illumination (Xiaoyue Jiang, Yaping Hou, Dong Zhang, Xiaoyi Feng).Pages 59-90 Face Anti-spoofing via Deep Local Binary Pattern (Lei Li, Xiaoyi Feng).Pages 91-111 Kinship Verification Based on Deep Learning (Xiaoting Wu, Xiaoyi Feng, Lei Li, Elhocine Boutellaa, Abdenour Hadid).Pages 113-132 Deep Learning Architectures for Face Recognition in Video Surveillance (Saman Bashbaghi, Eric Granger, Robert Sabourin, Mostafa Parchami).Pages 133-154 Deep Learning for 3D Data Processing (Zhenbao Liu, Zhizhong Han, Shuhui Bu).Pages 155-187 Deep Learning-Based Descriptors for Object Instance Search (Jie Lin, Olivier Morère, Antoine Veillard, Vijay Chandrasekhar).Pages 189-224 Citation preview ![]()
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