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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:45/0  |  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
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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:16/0  |  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:16/0  |  Submit date:2019/04/17
Affinity matrix  clustering  low-rank representation (LRR)  sparse representation  
Deep Binary Reconstruction for Cross-Modal Hashing 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 4, 页码: 973-985
Authors:  Hu, Di;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1371Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2019/04/22
Cross-modal hashing  binary reconstruction  
Long-Short-Term Features for Dynamic Scene Classification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 4, 页码: 1038-1047
Authors:  Huang, Yuanjun;  Cao, Xianbin;  Wang, Qi;  Zhang, Baochang;  Zhen, Xiantong;  Li, Xuelong
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Dynamic scene classification  long-short term feature  long term frequency feature  
Remote Sensing Image Scene Classification Using Rearranged Local Features 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 3, 页码: 1779–1792
Authors:  Yuan, Yuan;  Fang, Jie;  Lu, Xiaoqiang;  Feng, Yachuang
Adobe PDF(7201Kb)  |  Favorite  |  View/Download:23/0  |  Submit date:2019/04/09
Feature fusion  rearranged local features  remote sensing image  representation scene classification  
Advanced Adaptive Photonic RF Filters with 80 Taps Based on an Integrated Optical Micro-Comb Source 期刊论文
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2019, 卷号: 37, 期号: 4, 页码: 1288–1295
Authors:  Xu, Xingyuan;  Tan, Mengxi;  Wu, Jiayang;  Nguyen, Thach G.;  Chu, Sai Tak;  Little, Brent E.;  Morandotti, Roberto;  Mitchell, Arnan;  Moss, David J.
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Micro-ring resonators  microwave photonics  
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:16/0  |  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:32/0  |  Submit date:2019/03/20
Graph-based semisupervised learning (GSL)  quadratic trace ratio (QTR) problem  side information  soft label