Lei Zhang 0054 - researchr alias

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Viewing Publication 1 - 58 from 58

2024

Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image ClassificationChen Ding 0002, Mengmeng Zheng, Sirui Zheng, Yaoyang Xu, Lei Zhang 0054, Wei Wei 0008, Yanning Zhang. tgrs, 62:1-16, 2024. [doi]

Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown DegenerationLei Zhang 0054, Jiangtao Nie, Wei Wei 0008, Yanning Zhang. pami, 46(7):5008-5025, 2024. [doi]

Cross-Domain Distribution Calibration of Hyperspectral Image ClassificationJunyuan Ding, Wei Wei 0008, Lei Zhang 0054. lgrs, 21:1-5, 2024. [doi]

CAT: A Simple yet Effective Cross-Attention Transformer for One-Shot Object DetectionWeidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Lingqiao Liu, Lei Zhang 0054, Peng Wang 0015. jcst, 39(2):460-471, March 2024. [doi]

Hybrid Pixel-Wise Registration Learning for Robust Fusion-Based Hyperspectral Image Super-ResolutionJiangtao Nie, Wei Wei 0008, Lei Zhang 0054, Chen Ding 0002, Yanning Zhang. tci, 10:915-927, 2024. [doi]

Dual ODE: Spatial-Spectral Neural Ordinary Differential Equations for Hyperspectral Image Super-ResolutionXiao Zhang, Chongxing Song, Tao You, Qicheng Bai, Wei Wei 0008, Lei Zhang 0054. tgrs, 62:1-15, 2024. [doi]

2023

Semi-Supervised Neural Architecture Search for Hyperspectral Imagery Classification Method With Dynamic Feature ClusteringWei Wei 0008, Shuyi Zhao, Songzheng Xu, Lei Zhang 0054, Yanning Zhang. tgrs, 61:1-14, 2023. [doi]

Lightweighted Hyperspectral Image Classification Network by Progressive Bi-QuantizationWei Wei 0008, Chongxing Song, Lei Zhang 0054, Yanning Zhang. tgrs, 61:1-14, 2023. [doi]

Dynamic Super-Pixel Normalization for Robust Hyperspectral Image ClassificationCong Wang 0013, Lei Zhang 0054, Wei Wei 0008, Yanning Zhang. tgrs, 61:1-13, 2023. [doi]

U-Shape Spectral-Transformer for Robust Fusion Based Hyperspectral Super-ResolutionGuochao Chen, Boxiong Wu, Haijiao Xing, Bowen Fu, Wei Wei 0008, Lei Zhang 0054. igarss 2023: 6763-6766 [doi]

Semi-Supervised Classification of Hyperspectral Images based on Contrastive Learning ConstraintJunyuan Ding, Yue Wen, Weixin Ren, Lei Zhang 0054, Wei Wei 0008. igarss 2023: 7273-7276 [doi]

Correlated NMS: Establishing Correlations Between Dense Predictions of Remote Sensing ImagesBowen Fu, Wei Li 0219, Yuxuan Sun, Guochao Chen, Lei Zhang 0054, Wei Wei 0008. igarss 2023: 6153-6156 [doi]

Wavelet Transform Based Network for Spectral Super-ResolutionWeixin Ren, Qianyue Duan, Tiange Huang, Lei Zhang 0054, Wei Wei 0008, Chen Ding 0002, Yanning Zhang. igarss 2023: 7551-7554 [doi]

E2FIF: Push the Limit of Binarized Deep Imagery Super-Resolution Using End-to-End Full-Precision Information FlowChongxing Song, Zhiqiang Lang, Wei Wei 0008, Lei Zhang 0054. TIP, 32:5379-5393, 2023. [doi]

Glocal Energy-based Learning for Few-Shot Open-Set RecognitionHaoyu Wang, Guansong Pang, Peng Wang 0023, Lei Zhang 0054, Wei Wei 0008, Yanning Zhang. cvpr 2023: 7507-7516 [doi]

Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade PredictionDushi Wen, Sirui Zheng, Jiazhen Chen, Zhouyi Zheng, Chen Ding 0002, Lei Zhang 0054. information, 14(4):243, April 2023. [doi]

IVJDN: An End-to-End Network for Joint Infrared and Visible Image Fusion and DetectionChenglong Zhang, Qinglin Ran, Wei Wei 0008, Chen Ding 0002, Lei Zhang 0054. igarss 2023: 6534-6537 [doi]

Learning to Class-Adaptively Manipulate Embeddings for Few-Shot LearningFei Zhou, Wei Wei 0008, Lei Zhang 0054, Yanning Zhang. tcsv, 33(9):5062-5075, September 2023. [doi]

2022

Integrating Hybrid Pyramid Feature Fusion and Coordinate Attention for Effective Small Sample Hyperspectral Image ClassificationChen Ding 0002, Youfa Chen, Runze Li, Dushi Wen, Xiaoyan Xie, Lei Zhang 0054, Wei Wei 0008, Yanning Zhang. remotesensing, 14(10):2355, 2022. [doi]

Boosting Hyperspectral Image Classification With Unsupervised Feature LearningWei Wei 0008, Songzheng Xu, Lei Zhang 0054, Jinyang Zhang, Yanning Zhang. tgrs, 60:1-15, 2022. [doi]

Unsupervised Recurrent Hyperspectral Imagery Super-Resolution Using Pixel-Aware RefinementWei Wei 0008, Jiangtao Nie, Lei Zhang 0054, Yanning Zhang. tgrs, 60:1-15, 2022. [doi]

Toward Effective Hyperspectral Image Classification Using Dual-Level Deep Spatial Manifold RepresentationCong Wang 0013, Lei Zhang 0054, Wei Wei 0008, Yanning Zhang. tgrs, 60:1-14, 2022. [doi]

Contrastive Haze-Aware Learning for Dynamic Remote Sensing Image DehazingJiangtao Nie, Wei Wei 0008, Lei Zhang 0054, Jianlong Yuan, Zhibin Wang, Hao Li 0030. tgrs, 60:1-11, 2022. [doi]

Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral imagesHe Sun, Lei Zhang 0054, Jinchang Ren, Hua Huang 0001. PR, 130:108788, 2022. [doi]

Dynamic Long-Short Range Structure Learning for Low-Illumination Remote Sensing Imagery HDR ReconstructionXinyuan Zhang, Lei Zhang 0054, Wei Wei 0008, Chen Ding 0002, Yanning Zhang. igarss 2022: 859-862 [doi]

Meta-Generating Deep Attentive Metric for Few-Shot ClassificationFei Zhou, Lei Zhang 0054, Wei Wei 0008. tcsv, 32(10):6863-6873, 2022. [doi]

2021

Boosting Few-Shot Hyperspectral Image Classification Using Pseudo-Label LearningChen Ding 0002, Yu Li, Yue Wen, Mengmeng Zheng, Lei Zhang 0054, Wei Wei 0008, Yanning Zhang. remotesensing, 13(17):3539, 2021. [doi]

Contrastive Learning Based Hybrid Networks for Long-Tailed Image ClassificationPeng Wang 0023, Kai Han 0001, Xiu-Shen Wei, Lei Zhang 0054, Lei Wang. cvpr 2021: 943-952 [doi]

Embarrassingly Simple Binarization for Deep Single Imagery Super-Resolution NetworksLei Zhang 0054, Zhiqiang Lang, Wei Wei 0008, Yanning Zhang. TIP, 30:3934-3945, 2021. [doi]

Deep Blind Hyperspectral Image Super-ResolutionLei Zhang 0054, Jiangtao Nie, Wei Wei 0008, Yong Li, Yanning Zhang. tnn, 32(6):2388-2400, 2021. [doi]

GSDet: Object Detection in Aerial Images Based on Scale ReasoningWei Li, Wei Wei 0008, Lei Zhang 0054. TIP, 30:4599-4609, 2021. [doi]

2020

Boosting One-Shot Spectral Super-Resolution Using Transfer LearningWei Wei 0008, Yuxuan Sun, Lei Zhang 0054, Jiangtao Nie, Yanning Zhang. tci, 6:1459-1470, 2020. [doi]

Deep Recursive Network for Hyperspectral Image Super-ResolutionWei Wei 0008, Jiangtao Nie, Yong Li, Lei Zhang 0054, Yanning Zhang. tci, 6:1233-1244, 2020. [doi]

Intraclass Similarity Structure Representation-Based Hyperspectral Imagery Classification With Few SamplesWei Wei 0008, Lei Zhang 0054, Yu Li, Cong Wang 0013, Yanning Zhang. staeors, 13:1045-1054, 2020. [doi]

Hyperspectral Image Classification With Data Augmentation and Classifier FusionCong Wang 0013, Lei Zhang 0054, Wei Wei 0008, Yanning Zhang. lgrs, 17(8):1420-1424, 2020. [doi]

Unsupervised Adaptation Learning for Hyperspectral Imagery Super-ResolutionLei Zhang 0054, Jiangtao Nie, Wei Wei 0008, Yanning Zhang, ShengCai Liao, Ling Shao 0001. cvpr 2020: 3070-3079 [doi]

Accurate Tensor Completion via Adaptive Low-Rank RepresentationLei Zhang 0054, Wei Wei 0008, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang. tnn, 31(10):4170-4184, 2020. [doi]

Towards Effective Deep Embedding for Zero-Shot LearningLei Zhang 0054, Peng Wang 0015, Lingqiao Liu, Chunhua Shen, Wei Wei 0008, Yanning Zhang, Anton van den Hengel. tcsv, 30(9):2843-2852, 2020. [doi]

Adaptive Importance Learning for Improving Lightweight Image Super-Resolution NetworkLei Zhang 0054, Peng Wang 0015, Chunhua Shen, Lingqiao Liu, Wei Wei 0008, Yanning Zhang, Anton van den Hengel. ijcv, 128(2):479-499, 2020. [doi]

Pixel-Aware Deep Function-Mixture Network for Spectral Super-ResolutionLei Zhang 0054, Zhiqiang Lang, Peng Wang, Wei Wei 0008, ShengCai Liao, Ling Shao 0001, Yanning Zhang. AAAI 2020: 12821-12828 [doi]

Deep HDR Imaging via A Non-Local NetworkQingsen Yan, Lei Zhang 0054, Yu Liu 0029, Yu Zhu, Jinqiu Sun, Qinfeng Shi, Yanning Zhang. TIP, 29:4308-4322, 2020. [doi]

2019

Robust Hyperspectral Image Domain Adaptation With Noisy LabelsWei Wei 0008, Wei Li, Lei Zhang 0054, Cong Wang 0013, Peng Zhang 0005, Yanning Zhang. lgrs, 16(7):1135-1139, 2019. [doi]

A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification MethodWei Wei 0008, Mengting Ma, Cong Wang 0013, Lei Zhang 0054, Peng Zhang, Yanning Zhang. remotesensing, 11(4):397, 2019. [doi]

Learning Discriminative Compact Representation for Hyperspectral Imagery ClassificationLei Zhang 0054, Jinyang Zhang, Wei Wei 0008, Yanning Zhang. tgrs, 57(10):8276-8289, 2019. [doi]

Accurate imagery recovery using a multi-observation patch modelLei Zhang 0054, Wei Wei 0008, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang. isci, 501:724-741, 2019. [doi]

A separation-aggregation network for image denoisingLei Zhang 0054, Yong Li, Peng Wang, Wei Wei 0008, Songzheng Xu, Yanning Zhang. asc, 83, 2019. [doi]

Unsupervised Domain Adaptation Using Robust Class-Wise MatchingLei Zhang 0054, Peng Wang 0015, Wei Wei 0008, Hao Lu, Chunhua Shen, Anton van den Hengel, Yanning Zhang. tcsv, 29(5):1339-1349, 2019. [doi]

Fast-Convergent Fully Connected Deep Learning Model Using Constrained Nodes InputChen Ding, Ying Li, Lei Zhang 0054, Jinyang Zhang, Lu Yang, Wei Wei 0008, Yong Xia, Yanning Zhang. npl, 49(3):995-1005, 2019. [doi]

Deep Spectral Super-Resolution with Noisy InputZhiqiang Lang, Lei Zhang 0054, Wei Wei 0008, Jiangtao Nie, Chunna Tian, Yanning Zhang. igarss 2019: 624-627 [doi]

Unsupervised deep domain adaptation for hyperspectral image classificationWei Li, Wei Wei 0008, Lei Zhang 0054, Cong Wang 0013, Yanning Zhang. igarss 2019: 1-4 [doi]

Variational Bayesian Dropout With a Hierarchical PriorYuhang Liu, Wenyong Dong, Lei Zhang 0054, Dong Gong, Qinfeng Shi. cvpr 2018: 7124-7133 [doi]

Robust Deep Hyperspectral Imagery Super-ResolutionJiangtao Nie, Lei Zhang 0054, Cong Wang 0013, Wei Wei 0008, Yanning Zhang. igarss 2019: 847-850 [doi]

Improving Hyperspectral Image Classification with Unsupervised Knowledge LearningJinyang Zhang, Wei Wei 0008, Lei Zhang 0054, Yanning Zhang. igarss 2019: 2722-2725 [doi]

2018

2017

Matrix decomposition based salient object detection in hyperspectral imageryYiFan Gao, Hangqi Yan, Lei Zhang 0054, Runping Xi, Yanning Zhang, Wei Wei. icnc 2017: 574-577 [doi]

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