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Narrowing the Gap: Improved Detector Training With Noisy Location Annotations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 6369-6380
作者:  Wang, Shaoru;  Gao, Jin;  Li, Bing;  Hu, Weiming
Adobe PDF(1489Kb)  |  收藏  |  浏览/下载：272/33  |  提交时间：2022/11/14
Annotations  Noise measurement  Detectors  Task analysis  Training  Object detection  Degradation  Object detection  noisy label  Bayesian estimation  teacher-student learning  
Rethinking the Competition Between Detection and ReID in Multiobject Tracking 期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 3182-3196
作者:  Liang, Chao;  Zhang, Zhipeng;  Zhou, Xue;  Zhu, Shuyuan;  Li, Bing;  Hu, Weiming
Adobe PDF(13361Kb)  |  收藏  |  浏览/下载：226/42  |  提交时间：2022/06/14
Manipulating Template Pixels For Model Adaptation Of Siamese Visual Tracking 期刊论文
IEEE Signal Processing Letters, 2020, 期号: 27, 页码: 1690-1694
作者:  Li ZB(李振邦)
Adobe PDF(1206Kb)  |  收藏  |  浏览/下载：131/52  |  提交时间：2022/01/12
Model adaptation  siamese networks  visual tracking  
Manipulating Template Pixels for Model Adaptation of Siamese Visual Tracking 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2020, 卷号: 27, 页码: 1690-1694
作者:  Li, Zhenbang;  Li, Bing;  Gao, Jin;  Li, Liang;  Hu, Weiming
Adobe PDF(1209Kb)  |  收藏  |  浏览/下载：241/5  |  提交时间：2021/01/07
Adaptation models  Target tracking  Task analysis  Visualization  Feature extraction  Object tracking  Training  Model adaptation  siamese networks  visual tracking  
Distractor-aware discrimination learning for online multiple object tracking 期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 10
作者:  Zhou, Zongwei;  Luo, Wenhan;  Wang, Qiang;  Xing, Junliang;  Hu, Weiming
Adobe PDF(840Kb)  |  收藏  |  浏览/下载：418/118  |  提交时间：2020/08/31
Multi-object tracking  Distractor-aware discrimination learning  Relational attention learning  
Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 939-955
作者:  Gao, Jin;  Wang, Qiang;  Xing, Junliang;  Ling, Haibin;  Hu, Weiming;  Maybank, Stephen
Adobe PDF(4458Kb)  |  收藏  |  浏览/下载：318/7  |  提交时间：2020/06/02
Task analysis  Correlation  Target tracking  Probability distribution  Visualization  Collaboration  Visual tracking  Gaussian processes  correlation filters  transfer learning  tracking-by-fusion  
Dual L-1-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 期号: 128, 页码: 33
作者:  Hu, Weiming;  Shi, Xinchu;  Zhou, Zongwei;  Xing, Junliang;  Ling, Haibin;  Maybank, Stephen
Adobe PDF(6300Kb)  |  收藏  |  浏览/下载：705/228  |  提交时间：2019/12/16
Multi-dimensional assignment  Context  hyper-context aware tensor power iteration  Multi-object tracking  Multi-graph matching  
Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 卷号: 40, 期号: 7, 页码: 1625-1638
作者:  Peng PX(彭佩玺);  Tian YH(田永鸿);  Tao Xiang;  Wang YW(王耀威);  Massimiliano Pontil;  Huang TJ(黄铁军)
浏览  |  Adobe PDF(2373Kb)  |  收藏  |  浏览/下载：482/163  |  提交时间：2018/01/08
Attribute Learning  Dictionary Learning  Multi-task Learning  Zero-shot Learning  Person Re-identification  Transfer Learning  
D2C: Deep cumulatively and comparatively learning for human age estimation 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 66, 期号: 0, 页码: 95-105
作者:  Li, Kai;  Xing, Junliang;  Hu, Weiming;  Maybank, Stephen J.
Adobe PDF(1176Kb)  |  收藏  |  浏览/下载：433/164  |  提交时间：2017/07/18
Age Estimation  Deep Learning  Convolutional Neural Network  
Diagnosing deep learning models for high accuracy age estimation from a single image 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 66, 期号: 1, 页码: 106-116
作者:  Xing, Junhang;  Li, Kai;  Hu, Weiming;  Yuan, Chunfeng;  Ling, Haibin
Adobe PDF(1247Kb)  |  收藏  |  浏览/下载：783/361  |  提交时间：2017/07/18
Age Estimation  Deep Learning  Multi-task Learning