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Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:  Xinya Wang;  Jiayi Ma;  Junjun Jiang
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Blind super-resolution  contrastive learning  deep learning  image super-resolution (SR)  
Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors:  Jiayi Ma;  Kaining Zhang;  Junjun Jiang
Adobe PDF(15763Kb)  |  Favorite  |  View/Download：19/0  |  Submit date：2023/01/16
Feature matching  locality preserving matching  loop closure detection  SLAM  
Self-Supervised Monocular Depth Estimation via Discrete Strategy and Uncertainty 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1307-1310
Authors:  Zhenyu Li;  Junjun Jiang;  Xianming Liu
Adobe PDF(11021Kb)  |  Favorite  |  View/Download：46/2  |  Submit date：2022/06/27
BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 878-892
Authors:  Pengwei Liang;  Junjun Jiang;  Xianming Liu;  Jiayi Ma
Adobe PDF(12217Kb)  |  Favorite  |  View/Download：60/4  |  Submit date：2022/04/24
Blur kernel  convolutional neural networks (CNNs)  defocus deblurring  dual-pixel (DP) data  meta-learning  
Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1087-1090
Authors:  Kaining Zhang;  Jiayi Ma;  Junjun Jiang
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Multi-Correlation Filters With Triangle-Structure Constraints for Object Tracking 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 5, 页码: 1122-1134
Authors:  Ruan, Weijian;  Chen, Jun;  Wu, Yi;  Wang, Jinqiao;  Liang, Chao;  Hu, Ruimin;  Jiang, Junjun
Favorite  |  View/Download：182/0  |  Submit date：2019/07/11
Correlation filters  partial occlusions  triangle structure  high energy  high integrity  
Face Hallucination Via Weighted Adaptive Sparse Regularization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 5, 页码: 802-813
Authors:  Wang, Zhongyuan;  Hu, Ruimin;  Wang, Shizheng;  Jiang, Junjun
Favorite  |  View/Download：134/0  |  Submit date：2015/09/18
l(q) Norm  Adaptive Sparse Regularization  Face Hallucination  Super-resolution  Weighted Penalty  
Face image super-resolution through locality-induced support regression 期刊论文
Signal Processing, 2014, 期号: 103, 页码: 168-183
Authors:  Junjun Jiang;  Ruimin Hu;  Chao Liang;  Zhen Han;  Chunjie Zhang
Adobe PDF(5003Kb)  |  Favorite  |  View/Download：217/71  |  Submit date：2017/09/19
Super-resolution  Face Image  Support Regression  Manifold Learning