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Lei Zhang (NPU)
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Year
Ntire 2020 challenge on spectral reconstruction from an rgb image
B Arad, R Timofte, O Ben-Shahar, YT Lin, GD Finlayson
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1902020
Contrastive learning based hybrid networks for long-tailed image classification
P Wang, K Han, XS Wei, L Zhang, L Wang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1842021
Deep HDR imaging via a non-local network
Q Yan, L Zhang, Y Liu, Y Zhu, J Sun, Q Shi, Y Zhang
IEEE Transactions on Image Processing 29, 4308-4322, 2020
1402020
Exploiting clustering manifold structure for hyperspectral imagery super-resolution
L Zhang, W Wei, C Bai, Y Gao, Y Zhang
IEEE Transactions on Image Processing 27 (12), 5969-5982, 2018
1172018
Unsupervised adaptation learning for hyperspectral imagery super-resolution
L Zhang, J Nie, W Wei, Y Zhang, S Liao, L Shao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
942020
Single hyperspectral image super-resolution with grouped deep recursive residual network
Y Li, L Zhang, C Dingl, W Wei, Y Zhang
2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM), 1-4, 2018
872018
Deep blind hyperspectral image super-resolution
L Zhang, J Nie, W Wei, Y Li, Y Zhang
IEEE Transactions on Neural Networks and Learning Systems 32 (6), 2388-2400, 2020
782020
Cluster sparsity field: An internal hyperspectral imagery prior for reconstruction
L Zhang, W Wei, Y Zhang, C Shen, A Van Den Hengel, Q Shi
International Journal of Computer Vision 126, 797-821, 2018
772018
When unsupervised domain adaptation meets tensor representations
H Lu, L Zhang, Z Cao, W Wei, K Xian, C Shen, A van den Hengel
Proceedings of the IEEE international conference on computer vision, 599-608, 2017
762017
Exploring structured sparsity by a reweighted Laplace prior for hyperspectral compressive sensing
L Zhang, W Wei, C Tian, F Li, Y Zhang
IEEE Transactions on Image Processing 25 (10), 4974-4988, 2016
732016
Accurate spectral super-resolution from single RGB image using multi-scale CNN
Y Yan, L Zhang, J Li, W Wei, Y Zhang
Pattern Recognition and Computer Vision: First Chinese Conference, PRCV 2018 …, 2018
642018
Pixel-aware deep function-mixture network for spectral super-resolution
L Zhang, Z Lang, P Wang, W Wei, S Liao, L Shao, Y Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 12821 …, 2020
622020
Towards effective deep embedding for zero-shot learning
L Zhang, P Wang, L Liu, C Shen, W Wei, Y Zhang, A Van Den Hengel
IEEE Transactions on Circuits and Systems for Video Technology 30 (9), 2843-2852, 2020
602020
Ntire 2019 image dehazing challenge report
CO Ancuti, C Ancuti, R Timofte, L Van Gool, L Zhang, MH Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
602019
Convolutional neural networks based hyperspectral image classification method with adaptive kernels
C Ding, Y Li, Y Xia, W Wei, L Zhang, Y Zhang
Remote Sensing 9 (6), 618, 2017
572017
Unsupervised domain adaptation using robust class-wise matching
L Zhang, P Wang, W Wei, H Lu, C Shen, A van den Hengel, Y Zhang
IEEE Transactions on Circuits and Systems for Video Technology 29 (5), 1339-1349, 2018
552018
Aim 2019 challenge on constrained super-resolution: Methods and results
K Zhang, S Gu, R Timofte, Z Hui, X Wang, X Gao, D Xiong, S Liu, R Gang, ...
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW …, 2019
542019
Exploiting structured sparsity for hyperspectral anomaly detection
F Li, X Zhang, L Zhang, D Jiang, Y Zhang
IEEE Transactions on Geoscience and Remote Sensing 56 (7), 4050-4064, 2018
542018
Ntire 2022 spectral recovery challenge and data set
B Arad, R Timofte, R Yahel, N Morag, A Bernat, Y Cai, J Lin, Z Lin, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
522022
Dictionary learning for promoting structured sparsity in hyperspectral compressive sensing
L Zhang, W Wei, Y Zhang, C Shen, A Van Den Hengel, Q Shi
IEEE Transactions on Geoscience and Remote Sensing 54 (12), 7223-7235, 2016
492016
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Articles 1–20