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Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 6, 页码: 3154-3169
作者:  Xu, Qianqian;  Yang, Zhiyong;  Jiang, Yangbangyan;  Cao, Xiaochun;  Yao, Yuan;  Huang, Qingming
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Noise measurement  Annotations  Task analysis  Predictive models  Robustness  Visualization  Training  Subjective visual property (SVP)  robustness  outlier detection  probabilistic model  
Evaluating Visual Properties via Robust HodgeRank 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 22
作者:  Xu, Qianqian;  Xiong, Jiechao;  Cao, Xiaochun;  Huang, Qingming;  Yao, Yuan
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Visual properties  Hodge decomposition  Linearized Bregman iteration  Paired comparison  Robust ranking  
Two-stream deep sparse network for accurate and efficient image restoration 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2020, 卷号: 200, 页码: 11
作者:  Wang, Shuhui;  Hu, Ling;  Li, Liang;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：294/0  |  提交时间：2020/12/10
Two-stream sparse network  Image restoration  Image super-resolution  Image denoising  
Structure-Aware Local Sparse Coding for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 8, 页码: 3857-3869
作者:  Qi, Yuankai;  Qin, Lei;  Zhang, Jian;  Zhang, Shengping;  Huang, Qingming;  Yang, Ming-Hsuan
收藏  |  浏览/下载：66/0  |  提交时间：2019/12/10
Visual tracking  local sparse coding  spatial structure information  template update  
Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 12, 页码: 3309-3323
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/13
Multi-label classification  label correlation  feature selection