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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:60/8  |  Submit date:2018/10/10
Scale Consistency  Discriminative Sparse Coding  Class Consistency  Image Classification  
Image-Specific Classification With Local and Global Discriminations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4479-4486
Authors:  Zhang, Chunjie;  Cheng, Jian;  Li, Changsheng;  Tian, Qi
View  |  Adobe PDF(571Kb)  |  Favorite  |  View/Download:164/54  |  Submit date:2017/09/14
Global information  image-specific classification  local information  object categorization  
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:147/40  |  Submit date:2017/09/14
Codebook learning  low-rank  sparse coding  visual representation  
Image Class Prediction by Joint Object, Context, and Background Modeling 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 2, 页码: 428-438
Authors:  Zhang, Chunjie;  Zhu, Guibo;  Liang, Chao;  Zhang, Yifan;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(2826Kb)  |  Favorite  |  View/Download:144/51  |  Submit date:2017/09/14
Background Modeling  Context Modeling  Image Class Prediction  Object Modeling  
Contextual Exemplar Classifier-Based Image Representation for Classification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 8, 页码: 1691-1699
Authors:  Zhang, Chunjie;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(1939Kb)  |  Favorite  |  View/Download:134/37  |  Submit date:2017/09/14
Computer Vision  Image Processing  Pattern Classification  
Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1550-1559
Authors:  Zhang, Chunjie;  Liang, Chao;  Li, Liang;  Liu, Jing;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(1901Kb)  |  Favorite  |  View/Download:196/93  |  Submit date:2017/09/12
Fine Grained  Image Representation  Semantic Space  Visual Recognition  
Hierarchical deep semantic representation for visual categorization 期刊论文
Neurocomputing, 2017, 期号: 257, 页码: 88-96
Authors:  Zhang CJ(张淳杰);  Li RY(李瑞英);  Huang QM(黄庆明);  Tian Q(田奇)
View  |  Adobe PDF(3438Kb)  |  Favorite  |  View/Download:167/65  |  Submit date:2017/09/19
Semantic Representation  Visual Categorization  Image Representation  
Socio-mobile landmark recognition using local features with adaptive region selection 期刊论文
NEUROCOMPUTING, 2016, 期号: 172, 页码: 100-113
Authors:  Zhang, Chunjie;  Zhang, Yifan;  Zhu, Xiaobin;  Xue, Zhe;  Qin, Lei;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(6734Kb)  |  Favorite  |  View/Download:203/56  |  Submit date:2016/01/18
Mobile  Social Relationship  Adaptive Region Selection  Local Feature  Geo-codebook  Visual Recognition  
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5777-5788
Authors:  Zhang, Chunjie;  Cheng, Jian;  Liu, Jing;  Pang, Junbiao;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(2652Kb)  |  Favorite  |  View/Download:103/11  |  Submit date:2016/06/14
Codebook Transfer  Image Representation  Classification  Reconstruction  Sparse Constraint  
Image classification using Harr-like transformation of local features with coding residuals 期刊论文
SIGNAL PROCESSING, 2013, 卷号: 93, 期号: 8, 页码: 2111-2118
Authors:  Zhang, Chunjie;  Liu, Jing;  Liang, Chao;  Huang, Qingming;  Tian, Qi
View  |  Adobe PDF(1280Kb)  |  Favorite  |  View/Download:51/12  |  Submit date:2015/08/12
Image Classification  Harr-like Transformation  Coding Residuals