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An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 1, 页码: 302-320
Authors:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
View  |  Adobe PDF(16269Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2019/07/12
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
Authors:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
View  |  Adobe PDF(1954Kb)  |  Favorite  |  View/Download:49/10  |  Submit date:2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Object Categorization Using Class-Specific Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4528-4534
Authors:  Zhang, Chunjie;  Cheng, Jian;  Li, Liang;  Li, Changsheng;  Tian, Qi
View  |  Adobe PDF(1061Kb)  |  Favorite  |  View/Download:5183/96  |  Submit date:2017/09/24
Class-specific Representation  Image Classification  Object Categorization  Visual Representation  
Birds of a feather flock together: Visual representation with scale and class consistency 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 期号: 460-461, 页码: 115-127
Authors:  Zhang, Chunjie;  Li, Chenghua;  Lu, Dongyuan;  Cheng, Jian;  Tian, Qi
View  |  Adobe PDF(2229Kb)  |  Favorite  |  View/Download:53/7  |  Submit date:2018/10/10
Scale Consistency  Discriminative Sparse Coding  Class Consistency  Image Classification  
Incremental Codebook Adaptation for Visual Representation and Categorization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2012-2023
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
View  |  Adobe PDF(2354Kb)  |  Favorite  |  View/Download:135/40  |  Submit date:2017/09/14
Codebook learning  low-rank  sparse coding  visual representation  
A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 卷号: 10, 期号: 2, 页码: 420-431
Authors:  Yin, Peijie;  Qiao, Hong;  Wu, Wei;  Qi, Lu;  Li, Yinlin;  Zhong, Shanlin;  Zhang, Bo
View  |  Adobe PDF(3887Kb)  |  Favorite  |  View/Download:78/23  |  Submit date:2018/10/09
Biologically inspired model  object recognition  semantic learning  structural learning  
Dependence-Aware Feature Coding for Person Re-Identification 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2018, 卷号: 25, 期号: 4, 页码: 506-510
Authors:  Wang, Xiaobo;  Lei, Zhen;  Liao, Shengcai;  Guo, Xiaojie;  Yang, Yang;  Li, Stan Z.
Adobe PDF(163Kb)  |  Favorite  |  View/Download:134/39  |  Submit date:2018/06/06
Feature Coding  Person Re-identification  
Image recommendation based on a novel biologically inspired hierarchical model 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 卷号: 77, 期号: 4, 页码: 4323-4337
Authors:  Lu, Yan-Feng;  Qiao, Hong;  Li, Yi;  Jia, Li-Hao
View  |  Adobe PDF(1303Kb)  |  Favorite  |  View/Download:155/34  |  Submit date:2017/09/14
Image Recommendation  Classification  Biologically Inspired Model  Image Retrieval  Feature Representation  
In Defense of Locality-Sensitive Hashing 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 期号: 1, 页码: 87-103
Authors:  Kun Ding;  Chunlei Huo;  Bin Fan;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(2624Kb)  |  Favorite  |  View/Download:127/28  |  Submit date:2018/01/16
Locality-sensitive Hashing (Lsh)  Semantic Similarity Search  Two-step Hashing  
In Defense of Locality-Sensitive Hashing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 87-103
Authors:  Ding, Kun;  Huo, Chunlei;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong;  Fan B(樊斌)
View  |  Adobe PDF(2975Kb)  |  Favorite  |  View/Download:188/67  |  Submit date:2016/10/24
Locality-sensitive Hashing (Lsh)  Semantic Similarity Search  Two-step Hashing