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2022 Vol.35 Issue.6, Published 25 June 2022 Deep Learning Based Object Detection and Recognition        Deep Learning Based Object Detection and Recognition 483 Multi-scale Gradient Adversarial Examples Generation Network SHI Lei, ZHANG Xiaohan, HONG Xiaopeng, LI Jiliang, DING Wenjie, SHEN Chao 2022 Vol. 35 (6): 483-496 [Abstract] ( 754 ) [HTML 1KB] [ PDF 2839KB] ( 405 ) 497 Expression Recognition Based on Residual Attention Mechanism and Pyramid Convolution BAO Zhilong, CHEN Huahui 2022 Vol. 35 (6): 497-506 [Abstract] ( 436 ) [HTML 1KB] [ PDF 892KB] ( 487 ) 507 Lightweight Face Detection Algorithm with Multi-scale Feature Fusion WANG Jian, SONG Xiaoning 2022 Vol. 35 (6): 507-515 [Abstract] ( 560 ) [HTML 1KB] [ PDF 1626KB] ( 526 ) 516 Cross-Domain Person Re-identification Method Based on Point-by-Point Feature Matching YANG Ping, WU Xiaohong, HE Xiaohai, CHEN Honggang, LIU Qiang, LI Bo 2022 Vol. 35 (6): 516-525 [Abstract] ( 441 ) [HTML 1KB] [ PDF 1393KB] ( 460 ) 526 RGB-D Salient Object Detection Based on Spatial Constrained and Self-Mutual Attention YUAN Xiao, XIAO Yun, JIANG Bo, TANG Jin 2022 Vol. 35 (6): 526-535 [Abstract] ( 428 ) [HTML 1KB] [ PDF 1697KB] ( 316 ) 536 Textile Defect Detection Combining Attention Mechanism and Adaptive Memory Fusion Network DENG Shishuang, DI Lan, LIANG Jiuzhen, JIANG Daihong 2022 Vol. 35 (6): 536-547 [Abstract] ( 447 ) [HTML 1KB] [ PDF 3131KB] ( 395 ) 548 Real-Time Fire Detection Method with Multi-feature Fusion on YOLOv5 ZHANG Dasheng, XIAO Hanguang, WEN Jie, XU Yong 2022 Vol. 35 (6): 548-561 [Abstract] ( 821 ) [HTML 1KB] [ PDF 10581KB] ( 704 ) 562 Composite Deep Neural Network for Human Activities Recognition in Video HUANG Min, SHANG Ruixing, QIAN Huimin 2022 Vol. 35 (6): 562-570 [Abstract] ( 493 ) [HTML 1KB] [ PDF 640KB] ( 429 )

Supervised by China Association for Science and Technology Sponsored by Chinese Association of Automation NationalResearchCenter for Intelligent Computing System Institute of Intelligent Machines, Chinese Academy of Sciences Published by Science Press

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