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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：370/61  |  提交时间：2018/03/03
Semantic Labeling  Random Forest  Conditional Random Field  Differential Morphological Profile  Ensemble Learning  
Associated Activation-Driven Enrichment: Understanding Implicit Information from a Cognitive Perspective 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 12, 页码: 2655-2668
作者:  Bai, Jie;  Li, Linjing;  Zeng, Daniel;  Li, Qiudan
浏览  |  Adobe PDF(3183Kb)  |  收藏  |  浏览/下载：414/85  |  提交时间：2018/01/04
Text Analysis  Knowledge Representation  Cognitive Simulation  Association Rules  
Multiple Cayley-Klein metric learning 期刊论文
PLOS ONE, 2017, 卷号: 12, 期号: 9, 页码: 1-15
作者:  Bi, Yanhong;  Fan, Bin;  Wu, Fuchao;  Bin Fan
浏览  |  Adobe PDF(2897Kb)  |  收藏  |  浏览/下载：347/81  |  提交时间：2018/01/03
Metric Learning  Cayley-klein Metric  
A new nonlocal TV-based variational model for SAR image despeckling based on the G(0) distribution 期刊论文
DIGITAL SIGNAL PROCESSING, 2017, 卷号: 68, 期号: 68, 页码: 44-56
作者:  Nie, Xiangli;  Huang, Xiayuan;  Feng, Wensen
浏览  |  Adobe PDF(4217Kb)  |  收藏  |  浏览/下载：330/101  |  提交时间：2017/12/30
Synthetic Aperture Radar (Sar)  Speckle Noise  g(0) Distribution  Nonlocal Total Variation (Nltv)  Primal-dual Algorithm  Mellin Transform (Mt)  
Building Energy Consumption Prediction: An Extreme Deep Learning Approach 期刊论文
ENERGIES, 2017, 卷号: 10, 期号: 10, 页码: 1-20
作者:  Li, Chengdong;  Ding, Zixiang;  Zhao, Dongbin;  Yi, Jianqiang;  Zhang, Guiqing
浏览  |  Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：331/51  |  提交时间：2017/12/30
Building Energy Consumption  Deep Learning  Stacked Autoencoders  Extreme Learning Machine  
Simultaneous Change Region and Change Pattern Identification for Very High Resolution Images 期刊论文
Journal of Applied Remote Sensing, 2017, 卷号: 1, 期号: 1, 页码: 1-10
作者:  Huo CL(霍春雷);  Huo CL(霍春雷)
Adobe PDF(11029Kb)  |  收藏  |  浏览/下载：356/128  |  提交时间：2017/09/19
Change Detection  Change Pattern  Feature Classification  Feature Learning  Distance Tuning.  
Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2017, 卷号: 122, 期号: 2, 页码: 313-333
作者:  Wen, Longyin;  Lei, Zhen;  Chang, Ming-Ching;  Qi, Honggang;  Lyu, Siwei
Adobe PDF(3996Kb)  |  收藏  |  浏览/下载：366/103  |  提交时间：2017/07/18
Multi-camera Multi-target Tracking  Single-camera Multi-target Tracking  Space-time-view Hyper-graph  Dense Sub-hypergraph Search  
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：325/106  |  提交时间：2017/06/20
Depression  Classification  Fmri  Sparse Low-rank  
A joint cascaded framework for simultaneous eye detection and eye state estimation 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 期号: 1, 页码: 23-31
作者:  Gou, Chao;  Wu, Yue;  Wang, Kang;  Wang, Kunfeng;  Wang, Fei-Yue;  Ji, Qiang
浏览  |  Adobe PDF(1337Kb)  |  收藏  |  浏览/下载：717/315  |  提交时间：2017/05/08
Eye Detection  Eye State Estimation  Learning-by-synthesis  Cascade Regression Framework  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
作者:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  收藏  |  浏览/下载：493/184  |  提交时间：2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning