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Cross-Modality Bridging and Knowledge Transferring for Image Understanding 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2675-2685
Authors:  Yan, Chenggang;  Li, Liang;  Zhang, Chunjie;  Liu, Bingtao;  Zhang, Yongdong;  Dai, Qionghai
Favorite  |  View/Download:5/0  |  Submit date:2019/12/16
Object and scene recognition  image semantic search  cross-modality bridging  multi-task learning  knowledge transferring  
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:5181/96  |  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:143/51  |  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:134/40  |  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  
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:240/111  |  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:222/132  |  Submit date:2018/05/05
Bundlenet  Sequential Data  Classification  Noisy Label  Regularization