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Exploiting spatial relation for fine-grained image classification 期刊论文
Pattern Recognition, 2019, 卷号: 91, 页码: 47-55
Authors:  Qi, Lei;  Lu, Xiaoqiang;  Li, Xuelong
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Joint Learning of Fuzzy k-Means and Nonnegative Spectral Clustering With Side Information 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 5, 页码: 2152–2162
Authors:  Zhang, Rui;  Nie, Feiping;  Guo, Muhan;  Wei, Xian;  Li, Xuelong
Adobe PDF(2331Kb)  |  Favorite  |  View/Download:12/0  |  Submit date:2019/03/20
Fuzzy K-means  spectral clustering  adaptive loss function  
A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1558–1569
Authors:  Wang, Bin;  Yuan, Xiuying;  Gao, Xinbo;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(3013Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2019/04/12
Active contour model (ACMs)  image segmentation  kernelization  level set method (LSM)  shape context  shape prior  topology-preserving  
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
Authors:  Lu, Yuwu;  Lai, Zhihui;  Li, Xuelong;  Wong, Wai Keung;  Yuan, Chun;  Zhang, David
Adobe PDF(1718Kb)  |  Favorite  |  View/Download:8/0  |  Submit date:2019/04/12
2-D neighborhood preserving projection (2DNPP)  image representation  low-rank  robust feature extraction  
Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1133-1149
Authors:  Fang, Xiaozhao;  Han, Na;  Wong, Wai Keung;  Teng, Shaohua;  Wu, Jigang;  Xie, Shengli;  Li, Xuelong
Adobe PDF(4698Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2019/04/17
Affinity matrix  clustering  low-rank representation (LRR)  sparse representation  
Co-occurrence matching of local binary patterns for improving visual adaption and its application to smoke recognition 期刊论文
IET COMPUTER VISION, 2019, 卷号: 13, 期号: 2(SI), 页码: 178-187
Authors:  Yuan, Feiniu;  Shi, Jinting;  Xia, Xue;  Huang, Qinghua;  Li, Xuelong
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3G structure for image caption generation 期刊论文
Neurocomputing, 2019, 卷号: 330, 页码: 17-28
Authors:  Yuan, Aihong;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(3091Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2019/03/04
Bidirectional adaptive feature fusion for remote sensing scene classification 期刊论文
NEUROCOMPUTING, 2019, 卷号: 328, 期号: SI, 页码: 135-146
Authors:  Lu, Xiaoqiang;  Ji, Weijun;  Li, Xuelong;  Zheng, Xiangtao
Adobe PDF(3917Kb)  |  Favorite  |  View/Download:6/0  |  Submit date:2019/03/14
Bidirectional adaptive feature fusion  High spatial resolution remote Sensing images  Scene classification  
Robotic Arm Based Automatic Ultrasound Scanning for Three-Dimensional Imaging 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 期号: 2, 页码: 1173–1182
Authors:  Huang, Qinghua;  Lan, Jiulong;  Li, Xuelong
Adobe PDF(4107Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2019/03/20
Automatic scanning  robotic 3-D ultrasound  robotic arm  scan path planning  
Semisupervised Learning With Parameter-Free Similarity of Label and Side Information 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 2, 页码: 405–414
Authors:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1215Kb)  |  Favorite  |  View/Download:22/0  |  Submit date:2019/03/20
Graph-based semisupervised learning (GSL)  quadratic trace ratio (QTR) problem  side information  soft label