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Jun Xu (ßïÏÖ)
Jun Xu (ßïÏÖ)
Associate Professor, School of Statistics and Data Science, Nankai University
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JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation
YH Wu, SH Gao, J Mei, J Xu, DP Fan, RG Zhang, MM Cheng
IEEE Transactions on Image Processing, Pytorch Code: https://github.com ¡¦, 2021
4612021
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising
J Xu, L Zhang, WM Zuo, D Zhang, XC Feng
Proceedings of the IEEE International Conference on Computer Vision, Code ¡¦, 2015
4382015
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
J Xu, L Zhang, D Zhang, X Feng
Proceedings of the IEEE International Conference on Computer Vision, Code ¡¦, 2017
3132017
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising
J Xu, L Zhang, D Zhang
Proceedings of the European Conference on Computer Vision, Code: https ¡¦, 2018
2652018
Ranet: Ranking attention network for fast video object segmentation
Z Wang, J Xu, L Liu, F Zhu, L Shao
Proceedings of the IEEE International Conference on Computer Vision, Code ¡¦, 2019
2252019
Real-world Noisy Image Denoising: A New Benchmark
J Xu, H Li, Z Liang, D Zhang, L Zhang
https://arxiv.org/abs/1804.02603 Dataset & Code: https://github.com/csjunxu ¡¦, 2018
2102018
Star: A structure and texture aware retinex model
J Xu, Y Hou, D Ren, L Liu, F Zhu, M Yu, H Wang, L Shao
IEEE Transactions on Image Processing, Matlab Code: https://github.com ¡¦, 2020
2092020
Deep Hough Transform for Semantic Line Detection
K Zhao, Q Han, CB Zhang, J Xu, MM Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
1602021
Bilateral Attention Network for RGB-D Salient Object Detection
Z Zhang, Z Lin, J Xu, WD Jin, SP Lu, DP Fan
IEEE Transactions on Image Processing, Code: https://github.com/zzhanghub ¡¦, 2021
1592021
Noisy-As-Clean: Learning Self-supervised Denoising from Corrupted Image
J Xu, Y Huang, MM Cheng, L Liu, F Zhu, Z Xu, L Shao
IEEE Transactions on Image Processing 29, 9316-9329, 2020
1552020
A Hybrid L1-L0 Layer Decomposition Model for Tone Mapping
Z Liang, J Xu, D Zhang, Z Cao, L Zhang
Proceedings of the IEEE Conference on Computer Vision and Pattern ¡¦, 2018
1462018
Learning to Learn with Variational Information Bottleneck for Domain Generalization
Y Du, J Xu, H Xiong, Q Qiu, X Zhen, C Snoek, L Shao
Proceedings of the European Conference on Computer Vision, 2020
1422020
External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising
J Xu, L Zhang, D Zhang
IEEE Transactions on Image Processing, Matlab Code: https://github.com ¡¦, 2018
1372018
Sparse, collaborative, or nonnegative representation: which helps pattern classification?
J Xu, W An, L Zhang, D Zhang
Pattern Recognition 88, 679-688, 2019
1272019
A PID Controller Approach for Stochastic Optimization of Deep Networks
W An, H Wang, Q Sun, J Xu, Q Dai, L Zhang
Proceedings of the IEEE Conference on Computer Vision and Pattern ¡¦, 2018
1212018
CDNet: Complementary Depth Network for RGB-D Salient Object Detection
WD Jin, J Xu, Q Han, Y Zhang, MM Cheng
IEEE Transactions on Image Processing, Pytorch Code: https://github.com ¡¦, 2021
1182021
MobileSal: Extremely Efficient RGB-D Salient Object Detection
YH Wu, Y Liu, J Xu, J Bian, Y Gu, MM Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
1082021
Gradient-Induced Co-Saliency Detection
Z Zhang, WD Jin, J Xu, MM Cheng
Proceedings of the European Conference on Computer Vision, Code: https ¡¦, 2020
912020
Conditional Variational Image Deraining
Y Du, J Xu, X Zhen, MM Cheng, L Shao
IEEE Transactions on Image Processing, Tensorflow code: https://github.com ¡¦, 2020
802020
NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising
Y Hou, J Xu, M Liu, G Liu, L Liu, F Zhu, L Shao
IEEE Transactions on Image Processing, Matlab Code: https://github.com ¡¦, 2020
802020
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