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Few-Shot Visual Classification Using Image Pairs With Binary Transformation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 9, 页码: 2867-2871
Authors:  Zhang, Chunjie;  Li, Chenghua;  Cheng, Jian
Favorite  |  View/Download:0/0  |  Submit date:2021/01/07
Training  Visualization  Testing  Correlation  Image representation  Automation  Convolutional neural networks  Few-shot classification  visual classification  image pair  binary transformation  object categorization  
Multiview Semantic Representation for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2038-2049
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Favorite  |  View/Download:13/0  |  Submit date:2020/06/22
Image classification  multiview  object categorization  semantic representation  visual recognition  
Multi-View Image Classification With Visual, Semantic and View Consistency 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 617-627
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Favorite  |  View/Download:54/0  |  Submit date:2020/03/30
Semantics  Visualization  Correlation  Training  Internet  Encoding  Image representation  Multi-view learning  image classification  visual consistency  semantic consistency  view consistency  
Multiview, Few-Labeled Object Categorization by Predicting Labels With View Consistency 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 11, 页码: 3834-3843
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Favorite  |  View/Download:43/0  |  Submit date:2019/12/16
Few-labeled images  multiview classification  object categorization  view consistency  
Unsupervised and Semi-Supervised Image Classification With Weak Semantic Consistency 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2482-2491
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Favorite  |  View/Download:43/0  |  Submit date:2019/12/16
Semi-supervised classification  unsupervised classification  weak semantic representation  semantic consistency  
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:39/0  |  Submit date:2019/12/16
Object and scene recognition  image semantic search  cross-modality bridging  multi-task learning  knowledge transferring  
Semantically Modeling of Object and Context for Categorization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1013-1024
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Favorite  |  View/Download:40/0  |  Submit date:2019/12/16
Context modeling  object categorization  object modeling  semantic 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:83/13  |  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:207/62  |  Submit date:2017/09/14
Global information  image-specific classification  local information  object categorization  
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:6329/122  |  Submit date:2017/09/24
Class-specific Representation  Image Classification  Object Categorization  Visual Representation