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Video-based road detection via online structural learning 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 页码: 336-347
Authors:  Yuan, Yuan;  Jiang, Zhiyu;  Wang, Qi
Adobe PDF(5312Kb)  |  Favorite  |  View/Download:144/4  |  Submit date:2015/09/14
Computer Vision  Machine Learning  Road Detection  Structural Svm  Online Updating  Road Boundary  
Online Anomaly Detection in Crowd Scenes via Structure Analysis 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 3, 页码: 562-575
Authors:  Yuan, Yuan;  Fang, Jianwu;  Wang, Qi
Adobe PDF(2649Kb)  |  Favorite  |  View/Download:142/2  |  Submit date:2015/07/15
Anomaly Detection  Computer Vision  Machine Learning  Object Tracking  Structure Analysis  Video Analysis  
Distributed Object Detection With Linear SVMs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 11, 页码: 2122-2133
Authors:  Pang, Yanwei;  Zhang, Kun;  Yuan, Yuan;  Wang, Kongqiao
Adobe PDF(16433Kb)  |  Favorite  |  View/Download:154/0  |  Submit date:2015/03/18
Cell-based Histograms Of Oriented Gradients (Chog)  Computer Vision  Feature Extraction  Linear Classifier  Machine Learning  Object Detection  
NATAS: Neural Activity Trace Aware Saliency 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 7, 页码: 1014-1024
Authors:  Zhu, Guokang;  Wang, Qi;  Yuan, Yuan
Adobe PDF(12948Kb)  |  Favorite  |  View/Download:118/2  |  Submit date:2015/03/18
Computer Vision  Global Contrast  Machine Learning  Neural Activity Trace  Preactivation  Saliency Detection  Visual Attention  
Statistical quantization for similarity search 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2014, 卷号: 124, 期号: SI, 页码: 22-30
Authors:  Wang, Qi;  Zhu, Guokang;  Yuan, Yuan
Adobe PDF(813Kb)  |  Favorite  |  View/Download:83/1  |  Submit date:2015/03/18
Machine Learning  Computer Vision  Similarity Search  Hashing  Quantization  Binary Code  
Learning to resize image 期刊论文
NEUROCOMPUTING, 2014, 卷号: 131, 页码: 357-367
Authors:  Wang, Qi;  Yuan, Yuan
Adobe PDF(4186Kb)  |  Favorite  |  View/Download:90/2  |  Submit date:2015/03/18
Image Processing  Machine Learning  Image Resizing  Seam Carving  Boundary  Saliency  
Learning Saliency by MRF and Differential Threshold 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 卷号: 43, 期号: 6, 页码: 2032-2043
Authors:  Zhu, Guokang;  Wang, Qi;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(1929Kb)  |  Favorite  |  View/Download:157/4  |  Submit date:2015/05/29
Computer Vision  Differential Threshold  Machine Learning  Markov Random Field (Mrf)  Saliency Detection  Visual Attention  
Saliency Detection by Multiple-Instance Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 卷号: 43, 期号: 2, 页码: 660-672
Authors:  Wang, Qi;  Yuan, Yuan;  Yan, Pingkun;  Li, Xuelong
Adobe PDF(2341Kb)  |  Favorite  |  View/Download:184/3  |  Submit date:2015/05/29
Attention  Computer Vision  Machine Learning  Multiple-instance Learning (Mil)  Saliency  Saliency Map  
Greedy regression in sparse coding space for single-image super-resolution 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2013, 卷号: 24, 期号: 2, 页码: 148-159
Authors:  Tang, Yi;  Yuan, Yuan;  Yan, Pingkun;  Li, Xuelong
Adobe PDF(2479Kb)  |  Favorite  |  View/Download:90/2  |  Submit date:2015/05/29
Image Quality Improvement  Super-resolution  Sparsity  Nonlinear Coding  Machine Learning  Empirical Risk Minimization  Greedy Regression  L-2-boosting