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Weakly Supervised Object Detection via Object-Specific Pixel Gradient 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 12, 页码: 5960-5970
作者:  Shen, Yunhang;  Ji, Rongrong;  Wang, Changhu;  Li, Xi;  Li, Xuelong
Adobe PDF(4529Kb)  |  收藏  |  浏览/下载：213/0  |  提交时间：2018/12/10
Convolutional Neural Network (Cnn)  Object Detection  Weakly Supervised  
Few-shot decision tree for diagnosis of ultrasound breast tumor using BI-RADS features 期刊论文
Multimedia Tools and Applications, 2018, 卷号: 77, 期号: 22, 页码: 29905-29918
作者:  Huang, Qinghua;  Zhang, Fan;  Li, Xuelong
Adobe PDF(612Kb)  |  收藏  |  浏览/下载：196/0  |  提交时间：2018/12/18
Breast Tumors Cad System  Few-shot Learning  Bi-rads  Decision Tree  
Hyperspectral image classification based on joint spectrum of spatial space and spectral space 期刊论文
Multimedia Tools and Applications, 2018, 卷号: 77, 期号: 22, 页码: 29759-29777
作者:  Zhang, Xiaorong;  Pan, Zhibin;  Lu, Xiaoqiang;  Hu, Bingliang;  Zheng, Xi
Adobe PDF(2555Kb)  |  收藏  |  浏览/下载：193/1  |  提交时间：2018/11/06
Classification  Hyperspectral Imagery  Spectral-spatial Fusion  Affine Transform  Feature Extraction  Probabilistic Fusion  
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：136/0  |  提交时间：2018/12/18
Image Description  Gated Recurrent Unit  Convolutional Neural Network  Multi-modal Embedding  
Enhancing boundary for video object segmentation 会议论文
Proceedings of the 2nd International Conference on Vision, Image and Signal Processing, ICVISP 2018, Las Vegas, NV, United states, 2018-08-27
作者:  Zhang, Qi;  Lu, Xiaoqiang;  Yuan, Yuan
Adobe PDF(1926Kb)  |  收藏  |  浏览/下载：155/1  |  提交时间：2019/03/07
Self-Weighted Supervised Discriminative Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3913-3918
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1093Kb)  |  收藏  |  浏览/下载：245/1  |  提交时间：2018/09/11
Row-sparse Projection  Self-weighted Orthogonal Linear Discriminant Analysis (Solda)  Sparsity-inducing Regularization  Supervised Feature Selection  
Rank-κ 2-D multinomial logistic regression for matrix data classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 期号: 8, 页码: 3524-3537
作者:  Song, Kun;  Nie, Feiping;  Han, Junwei;  Li, Xuelong
Adobe PDF(2627Kb)  |  收藏  |  浏览/下载：207/0  |  提交时间：2018/12/18
Hypergraph dominant set based multi-video summarization 期刊论文
SIGNAL PROCESSING, 2018, 卷号: 148, 页码: 114-123
作者:  Ji, Zhong;  Zhang, Yuanyuan;  Pang, Yanwei;  Li, Xuelong
Adobe PDF(2652Kb)  |  收藏  |  浏览/下载：180/0  |  提交时间：2018/12/11
Multi-video Summarization  Hypergraph Model  Dominant Set  Keyframe Extraction  
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  
A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 6, 页码: 3587-3599
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3641Kb)  |  收藏  |  浏览/下载：252/1  |  提交时间：2018/06/28
Change Detection  Keep It Simple And Straight-forward (Kiss) Metric Learning  Multiscale Feature  Multispectral Imagery  Semi-supervised Learning