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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  
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:144/52  |  Submit date:2017/09/14
Global information  image-specific classification  local information  object categorization  
Structured Weak Semantic Space Construction for Visual Categorization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3442-3451
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
View  |  Adobe PDF(1950Kb)  |  Favorite  |  View/Download:109/38  |  Submit date:2017/09/14
Exemplar classifier training  image classification  structure learning  visual categorization  weak semantic space  
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  
Multiview Label Sharing for Visual Representations and Classifications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 4, 页码: 903-913
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Adobe PDF(615Kb)  |  Favorite  |  View/Download:52/11  |  Submit date:2018/10/10
Multi-view Learning  Linear Transformation  Shared Space  Image Representation  Visual Classification  
Body Joint Guided 3-D Deep Convolutional Descriptors for Action Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 3, 页码: 1095-1108
Authors:  Cao, Congqi;  Zhang, Yifan;  Zhang, Chunjie;  Lu, Hanqing
View  |  Adobe PDF(1731Kb)  |  Favorite  |  View/Download:100/5  |  Submit date:2018/02/02
Action Recognition  Body Joints  Convolutional Networks  Feature Pooling  Two-stream Bilinear Model  
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:132/50  |  Submit date:2017/09/14
Background Modeling  Context Modeling  Image Class Prediction  Object Modeling  
Image-level classification by hierarchical structure learning with visual and semantic similarities 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 422, 期号: 422, 页码: 271-281
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
View  |  Adobe PDF(3107Kb)  |  Favorite  |  View/Download:241/111  |  Submit date:2017/09/14
Image Classification  Hierarchical Structure Learning  Image-level Modeling  Object Categorization  
BundleNet Learning with Noisy Label via Sample Correlations 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 1, 页码: 2367-2377
Authors:  Li, Chenghua;  Zhang, Chunjie;  Ding, Kun;  Li, Gang;  Cheng, Jian;  Lu, Hanqing;  Jian Cheng
View  |  Adobe PDF(1606Kb)  |  Favorite  |  View/Download:223/132  |  Submit date:2018/05/05
Bundlenet  Sequential Data  Classification  Noisy Label  Regularization