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ORCIDLei Zhang 0054
◁ ▷ joint publications with coauthor community group 1
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Publications
- 2024
[j66]Weidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Lingqiao Liu, Lei Zhang, Peng Wang:
CAT: A Simple yet Effective Cross-Attention Transformer for One-Shot Object Detection. J. Comput. Sci. Technol. 39(2): 460-471 (2024)- [j65]Junyuan Ding
, Wei Wei, Lei Zhang:
Cross-Domain Distribution Calibration of Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j64]Lei Zhang, Jiangtao Nie, Wei Wei, Yanning Zhang:
Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5008-5025 (2024) - [j63]Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang:
Meta-collaborative comparison for effective cross-domain few-shot learning. Pattern Recognit. 156: 110790 (2024) - [j62]Jiangtao Nie, Wei Wei, Lei Zhang, Chen Ding, Yanning Zhang:
Hybrid Pixel-Wise Registration Learning for Robust Fusion-Based Hyperspectral Image Super-Resolution. IEEE Trans. Computational Imaging 10: 915-927 (2024) - [j61]Chen Ding, Zhicong Deng, Yaoyang Xu, Mengmeng Zheng, Lei Zhang, Yu Cao, Wei Wei, Yanning Zhang:
GLGAT-CFSL: Global-Local Graph Attention Network-Based Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j60]Chen Ding, Mengmeng Zheng, Sirui Zheng, Yaoyang Xu, Lei Zhang, Wei Wei, Yanning Zhang:
Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j59]Xiao Zhang, Chongxing Song, Tao You, Qicheng Bai, Wei Wei, Lei Zhang:
Dual ODE: Spatial-Spectral Neural Ordinary Differential Equations for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - 2023
- [j58]Dushi Wen, Sirui Zheng, Jiazhen Chen, Zhouyi Zheng, Chen Ding, Lei Zhang:
Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade Prediction. Inf. 14(4): 243 (2023) - [j57]Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang:
Meta-hallucinating prototype for few-shot learning promotion. Pattern Recognit. 136: 109235 (2023) - [j56]Xiao Zhang, Wei Wei, Zhen Zhang, Lei Zhang, Wei Li:
Milstein-driven neural stochastic differential equation model with uncertainty estimates. Pattern Recognit. Lett. 174: 71-77 (2023) - [j55]Chen Ding, Xu Li, Jingyi Chen, Yaoyang Xu, Mengmeng Zheng, Lei Zhang:
Hyperspectral Image Classification Promotion Using Dynamic Convolution Based on Structural Re-Parameterization. Remote. Sens. 15(23): 5561 (2023) - [j54]Fei Zhou, Wei Wei, Lei Zhang, Yanning Zhang:
Learning to Class-Adaptively Manipulate Embeddings for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5062-5075 (2023) - [j53]Wei Wei, Shuyi Zhao, Songzheng Xu, Lei Zhang, Yanning Zhang:
Semi-Supervised Neural Architecture Search for Hyperspectral Imagery Classification Method With Dynamic Feature Clustering. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j52]Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang:
Dynamic Super-Pixel Normalization for Robust Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j51]Wei Wei, Chongxing Song, Lei Zhang, Yanning Zhang:
Lightweighted Hyperspectral Image Classification Network by Progressive Bi-Quantization. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j50]Chongxing Song, Zhiqiang Lang, Wei Wei, Lei Zhang:
E2FIF: Push the Limit of Binarized Deep Imagery Super-Resolution Using End-to-End Full-Precision Information Flow. IEEE Trans. Image Process. 32: 5379-5393 (2023) - [j49]Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen:
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. IEEE Trans. Multim. 25: 1727-1737 (2023) - [c51]Lei Zhang, Yuxuan Sun, Wei Wei:
Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection. AAAI 2023: 3463-3471 - [c50]Haoyu Wang, Guansong Pang, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang:
Glocal Energy-based Learning for Few-Shot Open-Set Recognition. CVPR 2023: 7507-7516 - [c49]Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang:
Revisiting Prototypical Network for Cross Domain Few-Shot Learning. CVPR 2023: 20061-20070 - [c48]Bowen Fu, Wei Li, Yuxuan Sun, Guochao Chen, Lei Zhang, Wei Wei:
Correlated NMS: Establishing Correlations Between Dense Predictions of Remote Sensing Images. IGARSS 2023: 6153-6156 - [c47]Qinglin Ran, Chenglong Zhang, Wei Wei, Lei Zhang:
Efficient and Accurate Giraffe-Det for UAV Image Based Object Detection. IGARSS 2023: 6190-6193 - [c46]Chenglong Zhang, Qinglin Ran, Wei Wei, Chen Ding, Lei Zhang:
IVJDN: An End-to-End Network for Joint Infrared and Visible Image Fusion and Detection. IGARSS 2023: 6534-6537 - [c45]Guochao Chen, Boxiong Wu, Haijiao Xing, Bowen Fu, Wei Wei, Lei Zhang:
U-Shape Spectral-Transformer for Robust Fusion Based Hyperspectral Super-Resolution. IGARSS 2023: 6763-6766 - [c44]Junyuan Ding, Yue Wen, Weixin Ren, Lei Zhang, Wei Wei:
Semi-Supervised Classification of Hyperspectral Images based on Contrastive Learning Constraint. IGARSS 2023: 7273-7276 - [c43]Weixin Ren, Qianyue Duan, Tiange Huang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang:
Wavelet Transform Based Network for Spectral Super-Resolution. IGARSS 2023: 7551-7554 - [i18]Haoyu Wang, Guansong Pang, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang:
Glocal Energy-based Learning for Few-Shot Open-Set Recognition. CoRR abs/2304.11855 (2023) - 2022
- [j48]Chen Ding, Zhouyi Zheng, Sirui Zheng, Xuke Wang, Xiaoyan Xie, Dushi Wen, Lei Zhang, Yanning Zhang:
Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture. Inf. 13(5): 223 (2022) - [j47]He Sun, Lei Zhang, Jinchang Ren, Hua Huang:
Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images. Pattern Recognit. 130: 108788 (2022) - [j46]Chen Ding, Mengmeng Zheng, Feixiong Chen, Yuankun Zhang, Xusi Zhuang, Enquan Fan, Dushi Wen, Lei Zhang, Wei Wei, Yanning Zhang:
Hyperspectral Image Classification Promotion Using Clustering Inspired Active Learning. Remote. Sens. 14(3): 596 (2022) - [j45]Chen Ding, Youfa Chen, Runze Li, Dushi Wen, Xiaoyan Xie, Lei Zhang, Wei Wei, Yanning Zhang:
Integrating Hybrid Pyramid Feature Fusion and Coordinate Attention for Effective Small Sample Hyperspectral Image Classification. Remote. Sens. 14(10): 2355 (2022) - [j44]Fei Zhou, Lei Zhang, Wei Wei:
Meta-Generating Deep Attentive Metric for Few-Shot Classification. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6863-6873 (2022) - [j43]Jiangtao Nie, Wei Wei, Lei Zhang, Jianlong Yuan, Zhibin Wang, Hao Li:
Contrastive Haze-Aware Learning for Dynamic Remote Sensing Image Dehazing. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j42]Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang:
Toward Effective Hyperspectral Image Classification Using Dual-Level Deep Spatial Manifold Representation. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j41]Wei Wei, Jiangtao Nie, Lei Zhang, Yanning Zhang:
Unsupervised Recurrent Hyperspectral Imagery Super-Resolution Using Pixel-Aware Refinement. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j40]Wei Wei, Songzheng Xu, Lei Zhang, Jinyang Zhang, Yanning Zhang:
Boosting Hyperspectral Image Classification With Unsupervised Feature Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [c42]Xinyuan Zhang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang:
Dynamic Long-Short Range Structure Learning for Low-Illumination Remote Sensing Imagery HDR Reconstruction. IGARSS 2022: 859-862 - [c41]Haoyu Wang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang:
Non-Local Proposal Dynamic Enhancement Learning for Few-Shot Object Detection in Remote Sensing Images. IGARSS 2022: 1888-1891 - [c40]Zun Xu, Wei Wei, Lei Zhang, Jiangtao Nie:
Source-Free Domain Adaptation for Cross-Scene Hyperspectral Image Classification. IGARSS 2022: 3576-3579 - [c39]Songzheng Xu, Wei Wei, Lei Zhang, Xiao Zhang:
Hyperspectral Classification with Gradient Based Active Learning. IGARSS 2022: 3580-3583 - [c38]Lu Yang, Hongbang Liu, Lingqiao Liu, Jinghao Zhou, Lei Zhang, Peng Wang, Yanning Zhang:
Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification. ICMR 2022: 81-89 - [i17]Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen:
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. CoRR abs/2206.09554 (2022) - [i16]Zhiqiang Lang, Lei Zhang, Wei Wei:
E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow. CoRR abs/2207.06893 (2022) - [i15]Lei Zhang, Yuxuan Sun, Wei Wei:
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection. CoRR abs/2207.08185 (2022) - 2021
- [j39]Qingsen Yan, Bo Wang, Lei Zhang, Jingyu Zhang, Zheng You, Qinfeng Shi, Yanning Zhang:
Towards accurate HDR imaging with learning generator constraints. Neurocomputing 428: 79-91 (2021) - [j38]Zeren Sun, Yazhou Yao, Jimin Xiao, Lei Zhang, Jian Zhang, Zhenmin Tang:
Exploiting textual queries for dynamically visual disambiguation. Pattern Recognit. 110: 107620 (2021) - [j37]Chen Ding, Yu Li, Yue Wen, Mengmeng Zheng, Lei Zhang, Wei Wei, Yanning Zhang:
Boosting Few-Shot Hyperspectral Image Classification Using Pseudo-Label Learning. Remote. Sens. 13(17): 3539 (2021) - [j36]Lei Zhang, Zhiqiang Lang, Wei Wei, Yanning Zhang:
Embarrassingly Simple Binarization for Deep Single Imagery Super-Resolution Networks. IEEE Trans. Image Process. 30: 3934-3945 (2021) - [j35]Wei Li, Wei Wei, Lei Zhang:
GSDet: Object Detection in Aerial Images Based on Scale Reasoning. IEEE Trans. Image Process. 30: 4599-4609 (2021) - [j34]Lei Zhang, Jiangtao Nie, Wei Wei, Yong Li, Yanning Zhang:
Deep Blind Hyperspectral Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2388-2400 (2021) - [c37]Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang:
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification. CVPR 2021: 943-952 - [c36]Xiao Zhang, Wei Wei, Lei Zhang, Chen Ding:
Neural Stochastic Differential Equation for Hyperspectral Image Classification. IGARSS 2021: 2357-2360 - [c35]Fei Zhou, Lei Zhang, Wei Wei, Zongwen Bai, Yanning Zhang:
Meta Transfer Learning for Few-Shot Hyperspectral Image Classification. IGARSS 2021: 3681-3684 - [i14]Lu Yang, Hongbang Liu, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang, Yanning Zhang:
Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification. CoRR abs/2103.05376 (2021) - [i13]Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang:
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification. CoRR abs/2103.14267 (2021) - [i12]Weidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang:
CAT: Cross-Attention Transformer for One-Shot Object Detection. CoRR abs/2104.14984 (2021) - 2020
- [j33]Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel:
Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network. Int. J. Comput. Vis. 128(2): 479-499 (2020) - [j32]Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang:
Hyperspectral Image Classification With Data Augmentation and Classifier Fusion. IEEE Geosci. Remote. Sens. Lett. 17(8): 1420-1424 (2020) - [j31]Wei Wei, Lei Zhang, Yu Li, Cong Wang, Yanning Zhang:
Intraclass Similarity Structure Representation-Based Hyperspectral Imagery Classification With Few Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1045-1054 (2020) - [j30]Wei Wei, Jiangtao Nie, Yong Li, Lei Zhang, Yanning Zhang:
Deep Recursive Network for Hyperspectral Image Super-Resolution. IEEE Trans. Computational Imaging 6: 1233-1244 (2020) - [j29]Wei Wei, Yuxuan Sun, Lei Zhang, Jiangtao Nie, Yanning Zhang:
Boosting One-Shot Spectral Super-Resolution Using Transfer Learning. IEEE Trans. Computational Imaging 6: 1459-1470 (2020) - [j28]Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yanning Zhang, Anton van den Hengel:
Towards Effective Deep Embedding for Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 30(9): 2843-2852 (2020) - [j27]Qingsen Yan, Lei Zhang, Yu Liu, Yu Zhu, Jinqiu Sun, Qinfeng Shi, Yanning Zhang:
Deep HDR Imaging via A Non-Local Network. IEEE Trans. Image Process. 29: 4308-4322 (2020) - [j26]Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang:
Accurate Tensor Completion via Adaptive Low-Rank Representation. IEEE Trans. Neural Networks Learn. Syst. 31(10): 4170-4184 (2020) - [c34]Lei Zhang, Zhiqiang Lang, Peng Wang, Wei Wei, Shengcai Liao, Ling Shao, Yanning Zhang:
Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution. AAAI 2020: 12821-12828 - [c33]Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CVPR Workshops 2020: 1806-1822 - [c32]Lei Zhang, Jiangtao Nie, Wei Wei, Yanning Zhang, Shengcai Liao, Ling Shao:
Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution. CVPR 2020: 3070-3079 - [c31]Jiangtao Nie, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang:
Unsupervised Deep Hyperspectral Super-Resolution With Unregistered Images. ICME 2020: 1-6 - [c30]Yu Li, Lei Zhang, Wei Wei, Yanning Zhang:
Deep Self-Supervised Learning for Few-Shot Hyperspectral Image Classification. IGARSS 2020: 501-504 - [i11]Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CoRR abs/2005.03412 (2020) - [i10]Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang:
Meta-Generating Deep Attentive Metric for Few-shot Classification. CoRR abs/2012.01641 (2020) - [i9]Jiangtao Nie, Lei Zhang, Wei Wei, Zhiqiang Lang, Yanning Zhang:
Unsupervised Alternating Optimization for Blind Hyperspectral Imagery Super-resolution. CoRR abs/2012.01745 (2020) - 2019
- [j25]Lei Zhang, Yong Li, Peng Wang, Wei Wei, Songzheng Xu, Yanning Zhang:
A separation-aggregation network for image denoising. Appl. Soft Comput. 83 (2019) - [j24]Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang:
Accurate imagery recovery using a multi-observation patch model. Inf. Sci. 501: 724-741 (2019) - [j23]Wei Wei, Wei Li, Lei Zhang, Cong Wang, Peng Zhang, Yanning Zhang:
Robust Hyperspectral Image Domain Adaptation With Noisy Labels. IEEE Geosci. Remote. Sens. Lett. 16(7): 1135-1139 (2019) - [j22]Chen Ding, Ying Li, Lei Zhang, Jinyang Zhang, Lu Yang, Wei Wei, Yong Xia, Yanning Zhang:
Fast-Convergent Fully Connected Deep Learning Model Using Constrained Nodes Input. Neural Process. Lett. 49(3): 995-1005 (2019) - [j21]Qingsen Yan, Yu Zhu, Yulin Zhou, Jinqiu Sun, Lei Zhang, Yanning Zhang:
Enhancing image visuality by multi-exposure fusion. Pattern Recognit. Lett. 127: 66-75 (2019) - [j20]Wei Wei, Mengting Ma, Cong Wang, Lei Zhang, Peng Zhang, Yanning Zhang:
A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method. Remote. Sens. 11(4): 397 (2019) - [j19]Suwichaya Suwanwimolkul, Lei Zhang, Damith Chinthana Ranasinghe, Qinfeng Shi:
One-step adaptive markov random field for structured compressive sensing. Signal Process. 156: 116-144 (2019) - [j18]Lei Zhang, Peng Wang, Wei Wei, Hao Lu, Chunhua Shen, Anton van den Hengel, Yanning Zhang:
Unsupervised Domain Adaptation Using Robust Class-Wise Matching. IEEE Trans. Circuits Syst. Video Technol. 29(5): 1339-1349 (2019) - [j17]Wei Wei, Lei Zhang, Yining Jiao, Chunna Tian, Cong Wang, Yanning Zhang:
Intracluster Structured Low-Rank Matrix Analysis Method for Hyperspectral Denoising. IEEE Trans. Geosci. Remote. Sens. 57(2): 866-880 (2019) - [j16]Lei Zhang, Jinyang Zhang, Wei Wei, Yanning Zhang:
Learning Discriminative Compact Representation for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 57(10): 8276-8289 (2019) - [j15]Suwichaya Suwanwimolkul, Lei Zhang, Dong Gong, Zhen Zhang, Chao Chen, Damith Chinthana Ranasinghe, Qinfeng (Javen) Shi:
An Adaptive Markov Random Field for Structured Compressive Sensing. IEEE Trans. Image Process. 28(3): 1556-1570 (2019) - [c29]Yuhang Liu, Wenyong Dong, Lei Zhang, Dong Gong, Qinfeng Shi:
Variational Bayesian Dropout With a Hierarchical Prior. CVPR 2019: 7124-7133 - [c28]Kai Zhang, Nan Nan, Chenghua Li, Xueyi Zou, Ning Kang, Zhan Wang, Hang Xu, Chaofeng Wang, Zheng Li, Linlin Wang, Jun Shi, Shuhang Gu, Wenyu Sun, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Yazhe Niu, Peijin Zhuo, Xiangzhen Kong, Long Sun, Wenhao Wang, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Dongliang Xiong, Shuai Liu, Ruipeng Gang:
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results. ICCV Workshops 2019: 3565-3574 - [c27]Wei Li, Wei Wei, Lei Zhang, Cong Wang, Yanning Zhang:
Unsupervised deep domain adaptation for hyperspectral image classification. IGARSS 2019: 1-4 - [c26]Zhiqiang Lang, Lei Zhang, Wei Wei, Jiangtao Nie, Chunna Tian, Yanning Zhang:
Deep Spectral Super-Resolution with Noisy Input. IGARSS 2019: 624-627 - [c25]Jiangtao Nie, Lei Zhang, Cong Wang, Wei Wei, Yanning Zhang:
Robust Deep Hyperspectral Imagery Super-Resolution. IGARSS 2019: 847-850 - [c24]Jinyang Zhang, Wei Wei, Lei Zhang, Yanning Zhang:
Improving Hyperspectral Image Classification with Unsupervised Knowledge Learning. IGARSS 2019: 2722-2725 - [i8]Lei Zhang, Zhiqiang Lang, Peng Wang, Wei Wei, Shengcai Liao, Ling Shao, Yanning Zhang:
Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution. CoRR abs/1903.10501 (2019) - [i7]Kai Zhang, Shuhang Gu, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Dongliang Xiong, Shuai Liu, Ruipeng Gang, Nan Nan, Chenghua Li, Xueyi Zou, Ning Kang, Zhan Wang, Hang Xu, Chaofeng Wang, Zheng Li, Linlin Wang, Jun Shi, Wenyu Sun, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Yazhe Niu, Peijin Zhuo, Xiangzhen Kong, Long Sun, Wenhao Wang:
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results. CoRR abs/1911.01249 (2019) - 2018
- [j14]Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi:
Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction. Int. J. Comput. Vis. 126(8): 797-821 (2018) - [j13]Lei Zhang, Yanning Zhang, Hangqi Yan, Yifan Gao, Wei Wei:
Salient object detection in hyperspectral imagery using multi-scale spectral-spatial gradient. Neurocomputing 291: 215-225 (2018) - [j12]Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang:
When Low Rank Representation Based Hyperspectral Imagery Classification Meets Segmented Stacked Denoising Auto-Encoder Based Spatial-Spectral Feature. Remote. Sens. 10(2): 284 (2018) - [j11]Chen Ding, Ying Li, Yong Xia, Lei Zhang, Yanning Zhang:
Automatic Kernel Size Determination for Deep Neural Networks Based Hyperspectral Image Classification. Remote. Sens. 10(3): 415 (2018) - [j10]Wei Wei, Jinyang Zhang, Lei Zhang, Chunna Tian, Yanning Zhang:
Deep Cube-Pair Network for Hyperspectral Imagery Classification. Remote. Sens. 10(5): 783 (2018) - [j9]Fei Li, Lei Zhang, Xiuwei Zhang, Yanjia Chen, Dongmei Jiang, Genping Zhao, Yanning Zhang:
Structured Background Modeling for Hyperspectral Anomaly Detection. Sensors 18(9): 3137 (2018) - [j8]Fei Li, Xiuwei Zhang, Lei Zhang, Dongmei Jiang, Yanning Zhang:
Exploiting Structured Sparsity for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 56(7): 4050-4064 (2018) - [j7]Lei Zhang, Wei Wei, Chengcheng Bai, Yifan Gao, Yanning Zhang:
Exploiting Clustering Manifold Structure for Hyperspectral Imagery Super-Resolution. IEEE Trans. Image Process. 27(12): 5969-5982 (2018) - [c23]Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai:
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring. BICS 2018: 227-236 - [c22]Yong Li, Lei Zhang, Chen Ding, Wei Wei, Yanning Zhang:
Single Hyperspectral Image Super-Resolution with Grouped Deep Recursive Residual Network. BigMM 2018: 1-4 - [c21]Mengting Ma, Cong Wang, Lei Zhang, Yanning Zhang, Wei Wei:
A Band Grouping Based Hyperspectral Imagery Classification Method with Analysis Dictionary Learning. BigMM 2018: 1-4 - [c20]Yuhang Liu, Wenyong Dong, Dong Gong, Lei Zhang, Qinfeng Shi:
Deblurring Natural Image Using Super-Gaussian Fields. ECCV (1) 2018: 467-484 - [c19]Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang:
Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN. PRCV (2) 2018: 206-217 - [c18]Fei Li, Xiuwei Zhang, Lei Zhang, Yanning Zhang, Dongmei Jiang, Genping Zhao:
An Improved Camouflage Target Detection Using Hyperspectral Image Based on Block-Diagonal and Low-Rank Representation. PRCV (4) 2018: 384-395 - [i6]Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel:
Adaptive Importance Learning for Improving Lightweight Image Super-resolution Network. CoRR abs/1806.01576 (2018) - [i5]Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang:
Accurate Spectral Super-resolution from Single RGB Image Using Multi-scale CNN. CoRR abs/1806.03575 (2018) - [i4]Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yanning Zhang, Anton van den Hengel:
Towards Effective Deep Embedding for Zero-Shot Learning. CoRR abs/1808.10075 (2018) - [i3]Yuhang Liu, Wenyong Dong, Lei Zhang, Dong Gong, Qinfeng Shi:
Variational Bayesian Dropout. CoRR abs/1811.07533 (2018) - 2017
- [j6]Chen Ding, Ying Li, Yong Xia, Wei Wei, Lei Zhang, Yanning Zhang:
Convolutional Neural Networks Based Hyperspectral Image Classification Method with Adaptive Kernels. Remote. Sens. 9(6): 618 (2017) - [j5]Wei Wei, Lei Zhang, Chunna Tian, Antonio Plaza, Yanning Zhang:
Structured Sparse Coding-Based Hyperspectral Imagery Denoising With Intracluster Filtering. IEEE Trans. Geosci. Remote. Sens. 55(12): 6860-6876 (2017) - [c17]Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel:
When Unsupervised Domain Adaptation Meets Tensor Representations. ICCV 2017: 599-608 - [c16]Yong Li, Lei Zhang, Chunna Tian, Chen Ding, Yanning Zhang, Wei Wei:
Hyperspectral image super-resolution extending: An effective fusion based method without knowing the spatial transformation matrix. ICME 2017: 1117-1122 - [c15]Yifan Gao, Hangqi Yan, Lei Zhang, Runping Xi, Yanning Zhang, Wei Wei:
Matrix decomposition based salient object detection in hyperspectral imagery. ICNC-FSKD 2017: 574-577 - [i2]Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel:
When Unsupervised Domain Adaptation Meets Tensor Representations. CoRR abs/1707.05956 (2017) - [i1]Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang:
Beyond Low Rank: A Data-Adaptive Tensor Completion Method. CoRR abs/1708.01008 (2017) - 2016
- [j4]Shun Ren, Haiye Yu, Linlin Wang, Lei Zhang:
Clustering Detection Algorithm of Plant Leaf Relative Lesion Area Based on Improved GA. Intell. Autom. Soft Comput. 22(2): 249-254 (2016) - [j3]Lei Zhang, Wei Wei, Yanning Zhang, Hangqi Yan, Fei Li, Chunna Tian:
Locally Similar Sparsity-Based Hyperspectral Compressive Sensing Using Unmixing. IEEE Trans. Computational Imaging 2(2): 86-100 (2016) - [j2]Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi:
Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. 54(12): 7223-7235 (2016) - [j1]Lei Zhang, Wei Wei, Chunna Tian, Fei Li, Yanning Zhang:
Exploring Structured Sparsity by a Reweighted Laplace Prior for Hyperspectral Compressive Sensing. IEEE Trans. Image Process. 25(10): 4974-4988 (2016) - [c14]Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi:
Cluster Sparsity Field for Hyperspectral Imagery Denoising. ECCV (5) 2016: 631-647 - [c13]Cong Wang, Peng Zhang, Yanning Zhang, Lei Zhang, Wei Wei:
A multi-label Hyperspectral image classification method with deep learning features. ICIMCS 2016: 127-131 - [c12]Hangqi Yan, Yanning Zhang, Wei Wei, Lei Zhang, Yong Li:
Salient object detection in hyperspectral imagery using spectral gradient contrast. IGARSS 2016: 1560-1563 - [c11]Fei Li, Yanning Zhang, Lei Zhang, Xiuwei Zhang, Dongmei Jiang:
Hyperspectral anomaly detection using background learning and structured sparse representation. IGARSS 2016: 1618-1621 - [c10]Lei Zhang, Wei Wei, Yanning Zhang, Cong Wang:
Hyperspectral imagery denoising using covariance matrix estimation based structured sparse coding and intra-cluster filtering. IGARSS 2016: 6954-6957 - 2015
- [c9]Lei Zhang, Wei Wei, Yanning Zhang, Chunna Tian, Fei Li:
Reweighted laplace prior based hyperspectral compressive sensing for unknown sparsity. CVPR 2015: 2274-2281 - [c8]Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Chunhua Shen, Qinfeng Shi:
Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior. ICCV 2015: 3550-3558 - [c7]Guogang Zhao, Haiye Yu, Lianjun Yu, Guowei Wang, Yuanyuan Sui, Lei Zhang, Linlin Wang, Jiao Yang:
Research and Application on Protected Vegetables Early Warning and Control of Mobile Client System. CCTA (2) 2015: 155-162 - [c6]Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Hangqi Yan:
Nonseparable sparsity based hyperspectral compressive sensing. WHISPERS 2015: 1-4 - 2014
- [c5]Lei Zhang, Yanning Zhang, Wei Wei, Fei Li:
3D total variation hyperspectral compressive sensing using unmixing. IGARSS 2014: 2961-2964 - [c4]Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Hangqi Yan:
Structured sparse BAYESIAN hyperspectral compressive sensing using spectral unmixing. WHISPERS 2014: 1-4 - 2013
- [c3]Lei Zhang, Yanning Zhang, Wei Wei, Qingjie Meng:
An associative saliency segmentation method for infrared targets. ICIP 2013: 4264-4268 - [c2]Qingjie Meng, Yanning Zhang, Wei Wei, Lei Zhang:
Spectral Unmixing for Hyperspectral Image Classification with an Adaptive Endmember Selection. IScIDE 2013: 359-367 - 2012
- [c1]Yuemei Ren, Yanning Zhang, Qingjie Meng, Lei Zhang:
Hyperspectral image classification based on Multiple Improved particle swarm cooperative optimization and SVM. ICPR 2012: 2274-2277
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