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2022 Vol.35 Issue.12, Published 25 December 2022 Deep Learning Based Image Understanding and Its Applications        Deep Learning Based Image Understanding and Its Applications 1047 Image Inpainting with a Three-Stage Generative Network SHAO Xinru, YE Hailiang, YANG Bing, CAO Feilong 2022 Vol. 35 (12): 1047-1063 [Abstract] ( 674 ) [HTML 1KB] [ PDF 5120KB] ( 594 ) 1064 Modal Invariance Feature Learning and Consistent Fine-Grained Information Mining Based Cross-Modal Person Re-identification SHI Linbo, LI Huafeng, ZHANG Yafei, XIE Minghong 2022 Vol. 35 (12): 1064-1077 [Abstract] ( 447 ) [HTML 1KB] [ PDF 5413KB] ( 536 ) 1078 Generalized Zero-Shot Image Classification Based on Reconstruction Contrast XU Rui, SHAO Shuai, CAO Weijia, LIU Baodi, TAO Dapeng, LIU Weifeng 2022 Vol. 35 (12): 1078-1088 [Abstract] ( 341 ) [HTML 1KB] [ PDF 1449KB] ( 620 ) 1089 Adjacent Feature Combination Based Adaptive Fusion Network for Infrared and Visible Images XU Shaoping, CHEN Xiaojun, LUO Jie, CHENG Xiaohui, XIAO Nan 2022 Vol. 35 (12): 1089-1100 [Abstract] ( 298 ) [HTML 1KB] [ PDF 2820KB] ( 491 ) 1101 Image Super-Resolution Reconstruction Based on l1 Induced Lightweight Deep Networks ZHANG Dabao, ZHAO Jianwei, ZHOU Zhenghua 2022 Vol. 35 (12): 1101-1121 [Abstract] ( 418 ) [HTML 1KB] [ PDF 2411KB] ( 455 ) 1111 Chinese Lipreading Network Based on Vision Transformer XUE Feng, HONG Zikun, LI Shujie, LI Yu, XIE Yincen 2022 Vol. 35 (12): 1111-1121 [Abstract] ( 731 ) [HTML 1KB] [ PDF 1611KB] ( 512 ) 1122 Camouflaged Object Detection Network Based on Global Multi-scale Feature Fusion TONG Xuwei, ZHANG Guangjian 2022 Vol. 35 (12): 1122-1130 [Abstract] ( 721 ) [HTML 1KB] [ PDF 1812KB] ( 816 )

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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