Special Focus on Deep Learning for Computer Vision
EDITORIAL Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Special focus on deep learning for computer vision
Pang, Yanwei; Bai, Xiang; Zhang, Guofeng
Sci China Inf Sci, 2019, 62(12): 220100
Cite as: Pang Y W, Bai X, Zhang G F. Special focus on deep learning for computer vision. Sci China Inf Sci, 2019, 62(12): 220100, doi: 10.1007/s11432-019-2701-8

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Feature context learning for human parsing
Huang, Tengteng; Xu, Yongchao; Bai, Song; Wang, Yongpan; Bai, Xiang
Sci China Inf Sci, 2019, 62(12): 220101
Keywords: human parsing; context learning; fully convolutional networks; graph convolutional network; semantic segmentation
Cite as: Huang T T, Xu Y C, Bai S, et al. Feature context learning for human parsing. Sci China Inf Sci, 2019, 62(12): 220101, doi: 10.1007/s11432-019-9935-6

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 24

Uncertainty-optimized deep learning model for small-scale person re-identification
Zhao, Cairong; Chen, Kang; Zang, Di; Zhang, Zhaoxiang; Zuo, Wangmeng; Miao, Duoqian
Sci China Inf Sci, 2019, 62(12): 220102
Keywords: person re-identification; uncertainty analysis; deep learning
Cite as: Zhao C R, Chen K, Zang D, et al. Uncertainty-optimized deep learning model for small-scale person re-identification. Sci China Inf Sci, 2019, 62(12): 220102, doi: 10.1007/s11432-019-2675-3

Special Focus on Deep Learning for Computer Vision
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Irregular scene text detection via attention guided border labeling
Chen, Jie; Lian, Zhouhui; Wang, Yizhi; Tang, Yingmin; Xiao, Jianguo
Sci China Inf Sci, 2019, 62(12): 220103
Keywords: scene text detection; weighted border; attention mechanisms; curved text; semantic segmentation
Cite as: Chen J, Lian Z H, Wang Y Z, et al. Irregular scene text detection via attention guided border labeling. Sci China Inf Sci, 2019, 62(12): 220103, doi: 10.1007/s11432-019-2673-8

Special Focus on Deep Learning for Computer Vision
LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

ARPNET: attention region proposal network for 3D object detection
Ye, Yangyang; Zhang, Chi; Hao, Xiaoli
Sci China Inf Sci, 2019, 62(12): 220104
Keywords: attention; regional proposal network; shape-specific proposals; lidar-based; 3d object detection
Cite as: Ye Y Y, Zhang C, Hao X L. ARPNET: attention region proposal network for 3D object detection. Sci China Inf Sci, 2019, 62(12): 220104, doi: 10.1007/s11432-019-2636-x