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From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3047-3058
作者:  Song, Jingkuan;  Guo, Yuyu;  Gao, Lianli;  Li, Xuelong;  Hanjalic, Alan;  Shen, Heng Tao
Adobe PDF(3046Kb)  |  收藏  |  浏览/下载：206/0  |  提交时间：2019/10/11
Recurrent neural network (RNN)  uncertainty  video captioning  
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
作者:  Fang, Xiaozhao;  Han, Na;  Wong, Wai Keung;  Teng, Shaohua;  Wu, Jigang;  Xie, Shengli;  Li, Xuelong
Adobe PDF(4698Kb)  |  收藏  |  浏览/下载：264/0  |  提交时间：2019/04/17
Affinity matrix  clustering  low-rank representation (LRR)  sparse representation  
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
作者:  Huang, Qinghua;  Lan, Jiulong;  Li, Xuelong
Adobe PDF(4107Kb)  |  收藏  |  浏览/下载：199/1  |  提交时间：2019/03/20
Automatic scanning  robotic 3-D ultrasound  robotic arm  scan path planning  
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 1, 页码: 3-13
作者:  Wang, Qi;  Yuan, Zhenghang;  Du, Qian;  Li, Xuelong
Adobe PDF(3597Kb)  |  收藏  |  浏览/下载：424/0  |  提交时间：2019/03/14
2-D convolutional neural network (CNN)  change detection (CD)  deep learning  hyperspectral image (HSI)  mixed-affinity matrix  spectral unmixing  
Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5248-5260
作者:  Lu, Yuwu;  Yuan, Chun;  Zhu, Wenwu;  Li, Xuelong
Adobe PDF(2165Kb)  |  收藏  |  浏览/下载：275/1  |  提交时间：2018/09/11
Nmf  Structurally Incoherent  Low-rank  Image Classification  
Multi-modal gated recurrent units for image description 期刊论文
Multimedia Tools and Applications, 2018, 卷号: 77, 期号: 22, 页码: 29847-29869
作者:  Li, Xuelong;  Yuan, Aihong;  Lu, Xiaoqiang
Adobe PDF(2037Kb)  |  收藏  |  浏览/下载：134/0  |  提交时间：2018/12/18
Image Description  Gated Recurrent Unit  Convolutional Neural Network  Multi-modal Embedding  
Image hashing with color vector angle 期刊论文
NEUROCOMPUTING, 2018, 卷号: 308, 页码: 147-158
作者:  Tang, Zhenjun;  Li, Xuelong;  Zhang, Xianquan;  Zhang, Shichao;  Dai, Yumin;  Zhang, SC (reprint author), Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China.
Adobe PDF(5020Kb)  |  收藏  |  浏览/下载：261/0  |  提交时间：2018/07/13
Image Hashing  Hashing Function  Color Vector Angle  Color Histogram  
Video Synopsis in Complex Situations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 8, 页码: 3798-3812
作者:  Li, Xuelong;  Wang, Zhigang;  Lu, Xiaoqiang;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(6834Kb)  |  收藏  |  浏览/下载：831/1  |  提交时间：2018/05/14
Video Synopsis  Surveillance Video  Complex Scenes  Crowded Scenes  
Secure and privacy-preserving data sharing in the cloud based on lossless image coding 期刊论文
SIGNAL PROCESSING, 2018, 卷号: 148, 页码: 91-101
作者:  Khelifi, Fouad;  Brahimi, Tahar;  Han, Jungong;  Li, Xuelong
Adobe PDF(1448Kb)  |  收藏  |  浏览/下载：144/0  |  提交时间：2018/12/11
Reversible Data Hiding  Encryption  Confidentiality  Security  Capacity  Privacy-preserving Cloud  
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 79, 页码: 65-78
作者:  Yan, Yijun;  Ren, Jinchang;  Sun, Genyun;  Zhao, Huimin;  Han, Junwei;  Li, Xuelong;  Marshall, Stephen;  Zhan, Jin;  Ren, Jinchang (jinchang.ren@strath.ac.uk)
Adobe PDF(3187Kb)  |  收藏  |  浏览/下载：320/1  |  提交时间：2018/04/19
Background Connectivity  Gestalt Laws Guided Optimization  Image Saliency Detection  Feature Fusion  Human Vision Perception