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Density-Aware Multi-Task Learning for Crowd Counting 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 443-453
Authors:  Jiang, Xiaoheng;  Zhang, Li;  Zhang, Tianzhu;  Lv, Pei;  Zhou, Bing;  Pang, Yanwei;  Xu, Mingliang;  Xu, Changsheng
Favorite  |  View/Download:11/0  |  Submit date:2021/03/08
Task analysis  Semantics  Estimation  Feature extraction  Convolutional neural networks  Cameras  Head  Convolutional neural network  crowd counting  density-level classification  density map estimation  multi-task learning  
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3101-3114
Authors:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:8/0  |  Submit date:2021/03/01
Semantics  Correlation  Aircraft propulsion  Deep learning  Bridges  Aircraft  Task analysis  Cross-modal retrieval  adversarial hashing  multi-level correlation  
Bidirectional Attention-Recognition Model for Fine-Grained Object Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 7, 页码: 1785-1795
Authors:  Liu, Chuanbin;  Xie, Hongtao;  Zha, Zhengjun;  Yu, Lingyun;  Chen, Zhineng;  Zhang, Yongdong
Favorite  |  View/Download:31/0  |  Submit date:2020/08/03
Fine-grained object classification  interpretable machine learning  visual attention  pattern recognition  data augmentation  
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 2, 页码: 380-393
Authors:  Zhang, Shifeng;  Xie, Yiliang;  Wan, Jun;  Xia, Hansheng;  Li, Stan Z.;  Guo, Guodong
View  |  Adobe PDF(6651Kb)  |  Favorite  |  View/Download:59/4  |  Submit date:2020/04/07
Benchmark testing  Detectors  Training  Urban areas  Cameras  Task analysis  Deep learning  Pedestrian detection  dataset  rich diversity  high density  
Refined TV-L-1 Optical Flow Estimation Using Joint Filtering 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 2, 页码: 349-364
Authors:  Zhang, Congxuan;  Ge, Liyue;  Chen, Zhen;  Li, Ming;  Liu, Wen;  Chen, Hao
Favorite  |  View/Download:56/0  |  Submit date:2020/04/07
Optical flow  TV-L-1 model  joint filtering  mutual-structure  edge-preserving  
Effective Image Retrieval via Multilinear Multi-Index Fusion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2878-2890
Authors:  Zhang, Zhizhong;  Xie, Yuan;  Zhang, Wensheng;  Tian, Qi
View  |  Adobe PDF(1024Kb)  |  Favorite  |  View/Download:80/10  |  Submit date:2020/03/30
Visualization  Image representation  Optimization  Buildings  Indexing  Image retrieval  multi-index fusion  tensor multi-rank  person re-identification  
Enhancing Image Watermarking With Adaptive Embedding Parameter and PSNR Guarantee 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2447-2460
Authors:  Huang, Ying;  Niu, Baoning;  Guan, Hu;  Zhang, Shuwu
View  |  Adobe PDF(2733Kb)  |  Favorite  |  View/Download:75/9  |  Submit date:2019/12/16
Adaptive watermarking  differential quantization  image watermarking  spread spectrum  
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:64/0  |  Submit date:2019/12/16
Object and scene recognition  image semantic search  cross-modality bridging  multi-task learning  knowledge transferring  
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:62/0  |  Submit date:2019/12/16
Semi-supervised classification  unsupervised classification  weak semantic representation  semantic consistency  
Multi-Kernel Coupled Projections for Domain Adaptive Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2292-2304
Authors:  Zheng, Yuhui;  Wang, Xilong;  Zhang, Guoqing;  Xiao, Baihua;  Xiao, Fu;  Zhang, Jianwei
Favorite  |  View/Download:54/0  |  Submit date:2019/12/16
Dictionary learning  multiple kernel learning  discriminative projections  domain adaptation