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High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 8, 页码: 1-26
作者:  Sun, Xiaofeng;  Lin, Xiangguo;  Shen, Shuhan;  Hu, Zhanyi
浏览  |  Adobe PDF(18038Kb)  |  收藏  |  浏览/下载：328/60  |  提交时间：2018/03/03
Semantic Labeling  Random Forest  Conditional Random Field  Differential Morphological Profile  Ensemble Learning  
LG-CNN: From local parts to global discrimination for fine-grained recognition 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 71, 期号: 71, 页码: 118-131
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yang, Wenhan;  Xu, Mingliang;  Yan, Shuicheng;  Liu, Cheng-Lin
浏览  |  Adobe PDF(2717Kb)  |  收藏  |  浏览/下载：677/273  |  提交时间：2018/01/16
Fine-grained Recognition  Convolutional Neural Networks  Bilinear Pooling  Local Parts  Global Discrimination  
Generative Adversarial Networks: Introduction and Outlook 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 4, 页码: 588-598
作者:  Kunfeng Wang;  Chao Gou;  Yanjie Duan;  Yilun Lin;  Xinhu Zheng;  Fei-Yue Wang
浏览  |  Adobe PDF(16945Kb)  |  收藏  |  浏览/下载：370/42  |  提交时间：2018/01/08
Acp Approach  Adversarial Learning  Generative Adversarial Networks (Gans)  Generative Models  Parallel Intelligence  Zero-sum Game  
Multi-order co-occurrence activations encoded with Fisher Vector for scene character recognition 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 97, 期号: 2017, 页码: 69-76
作者:  Wang, Yanna;  Shi, Cunzhao;  Wang, Chunheng;  Xiao, Baihua;  Qi, Chengzuo
浏览  |  Adobe PDF(1105Kb)  |  收藏  |  浏览/下载：297/83  |  提交时间：2018/01/03
Scene Character Recognition  Multi-order Co-occurrence Activations  Fisher Vector  Cnn  
Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 12, 页码: 2554-2560
作者:  Li, Bing;  Yuan, Chunfeng;  Xiong, Weihua;  Hu, Weiming;  Peng, Houwen;  Ding, Xinmiao;  Maybank, Steve
浏览  |  Adobe PDF(352Kb)  |  收藏  |  浏览/下载：411/96  |  提交时间：2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning  
Centroid-aware local discriminative metric learning in speaker verification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 72, 期号: 72, 页码: 176-185
作者:  Sheng, Kekai;  Dong, Weiming;  Li, Wei;  Razik, Joseph;  Huang, Feiyue;  Hu, Baogang
浏览  |  Adobe PDF(2013Kb)  |  收藏  |  浏览/下载：430/111  |  提交时间：2018/01/02
Text-independent Asv  Centroid-aware Balanced Boosting Sampling  Adaptive Neighborhood Component Analysis  Linear Magnet  
Moving Object Detection Using Tensor-Based Low-Rank and Saliently Fused-Sparse Decomposition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 2, 页码: 724-737
作者:  Hu, Wenrui;  Yang, Yehui;  Zhang, Wensheng;  Xie, Yuan
浏览  |  Adobe PDF(13016Kb)  |  收藏  |  浏览/下载：513/198  |  提交时间：2017/09/12
Moving Object Detection  Tensor Nuclear Norm  Tensor Total Variation  Space-time Visual Saliency  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
浏览  |  Adobe PDF(3835Kb)  |  收藏  |  浏览/下载：563/271  |  提交时间：2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Depression Disorder Classification of fMRI Data Using Sparse Low-Rank Functional Brain Network and Graph-Based Features 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 卷号: 2017, 期号: 2017, 页码: 1
作者:  Wang, Xin;  Ren, Yanshuang;  Zhang, Wensheng;  Zhang Wensheng
浏览  |  Adobe PDF(4790Kb)  |  收藏  |  浏览/下载：309/99  |  提交时间：2017/06/20
Depression  Classification  Fmri  Sparse Low-rank  
Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 9, 页码: 4104-4115
作者:  Wang, Guoli;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(878Kb)  |  收藏  |  浏览/下载：526/220  |  提交时间：2017/05/09
Convolutional Neural Networks (Cnns)  Mixed-resolution Representation  Remote Sensing Scene Classification  Vector Of Locally Aggregated Descriptors (Vlad)