Lei Zhang

According to our database, Lei Zhang authored at least 130 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Multi-scale feature extraction and fusion with attention interaction for RGB-T tracking.

Haijiao Xing, Wei Wei, Lei Zhang, Yanning Zhang

Pattern Recognit., 2025

2024

CAT: A Simple yet Effective Cross-Attention Transformer for One-Shot Object Detection.

Weidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Lingqiao Liu, Lei Zhang, Peng Wang

J. Comput. Sci. Technol., March, 2024

Dual ODE: Spatial-Spectral Neural Ordinary Differential Equations for Hyperspectral Image Super-Resolution.

Xiao Zhang, Chongxing Song, Tao You, Qicheng Bai, Wei Wei, Lei Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image Classification.

Chen Ding, Mengmeng Zheng, Sirui Zheng, Yaoyang Xu, Lei Zhang, Wei Wei, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

GLGAT-CFSL: Global-Local Graph Attention Network-Based Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.

Chen Ding, Zhicong Deng, Yaoyang Xu, Mengmeng Zheng, Lei Zhang, Yu Cao, Wei Wei, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

Arbitrary-Scale Hyperspectral Image Super-Resolution From a Fusion Perspective With Spatial Priors.

Guochao Chen, Jiangtao Nie, Wei Wei, Lei Zhang, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

Hybrid Pixel-Wise Registration Learning for Robust Fusion-Based Hyperspectral Image Super-Resolution.

Jiangtao Nie, Wei Wei, Lei Zhang, Chen Ding, Yanning Zhang

IEEE Trans. Computational Imaging, 2024

Meta-collaborative comparison for effective cross-domain few-shot learning.

Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang

Pattern Recognit., 2024

Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration.

Lei Zhang, Jiangtao Nie, Wei Wei, Yanning Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2024

Cross-Domain Distribution Calibration of Hyperspectral Image Classification.

Junyuan Ding, Wei Wei, Lei Zhang

IEEE Geosci. Remote. Sens. Lett., 2024

FDE-Net: A memory-efficiency densely connected network inspired from fractional-order differential equations for single image super-resolution.

Xiao Zhang, Lei Zhang, Wei Wei, Yuxuan Sun, Chunna Tian, Yanning Zhang

Neurocomputing, 2024

Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning.

Fei Zhou, Peng Wang, Lei Zhang, Zhenghua Chen, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang

CoRR, 2024

Accurate SAR Aircraft Detection Algorithm Based on Feature Enhancement.

Chenxu Zhao, Yizun Wang, Hongjian Wang, Lei Zhang, Chen Ding, Chunna Tian, Wei Wei

Proceedings of the IGARSS 2024, 2024

CR-SSRNet: Cross-Sensor Robust Spectral Super-Resolution Network Guided by Cognition Features.

Weixin Ren, Ruiling Liu, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang

Proceedings of the IGARSS 2024, 2024

2023

Hyperspectral Image Classification Promotion Using Dynamic Convolution Based on Structural Re-Parameterization.

Chen Ding, Xu Li, Jingyi Chen, Yaoyang Xu, Mengmeng Zheng, Lei Zhang

Remote. Sens., December, 2023

Milstein-driven neural stochastic differential equation model with uncertainty estimates.

Xiao Zhang, Wei Wei, Zhen Zhang, Lei Zhang, Wei Li

Pattern Recognit. Lett., October, 2023

Learning to Class-Adaptively Manipulate Embeddings for Few-Shot Learning.

Fei Zhou, Wei Wei, Lei Zhang, Yanning Zhang

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Meta-hallucinating prototype for few-shot learning promotion.

Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang

Pattern Recognit., April, 2023

Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade Prediction.

Dushi Wen, Sirui Zheng, Jiazhen Chen, Zhouyi Zheng, Chen Ding, Lei Zhang

Inf., April, 2023

Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation.

Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen

IEEE Trans. Multim., 2023

E2FIF: Push the Limit of Binarized Deep Imagery Super-Resolution Using End-to-End Full-Precision Information Flow.

Chongxing Song, Zhiqiang Lang, Wei Wei, Lei Zhang

IEEE Trans. Image Process., 2023

Lightweighted Hyperspectral Image Classification Network by Progressive Bi-Quantization.

Wei Wei, Chongxing Song, Lei Zhang, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

Dynamic Super-Pixel Normalization for Robust Hyperspectral Image Classification.

Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

Semi-Supervised Neural Architecture Search for Hyperspectral Imagery Classification Method With Dynamic Feature Clustering.

Wei Wei, Shuyi Zhao, Songzheng Xu, Lei Zhang, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

IVJDN: An End-to-End Network for Joint Infrared and Visible Image Fusion and Detection.

Chenglong Zhang, Qinglin Ran, Wei Wei, Chen Ding, Lei Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Wavelet Transform Based Network for Spectral Super-Resolution.

Weixin Ren, Qianyue Duan, Tiange Huang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Efficient and Accurate Giraffe-Det for UAV Image Based Object Detection.

Qinglin Ran, Chenglong Zhang, Wei Wei, Lei Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Correlated NMS: Establishing Correlations Between Dense Predictions of Remote Sensing Images.

Bowen Fu, Wei Li, Yuxuan Sun, Guochao Chen, Lei Zhang, Wei Wei

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semi-Supervised Classification of Hyperspectral Images based on Contrastive Learning Constraint.

Junyuan Ding, Yue Wen, Weixin Ren, Lei Zhang, Wei Wei

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

U-Shape Spectral-Transformer for Robust Fusion Based Hyperspectral Super-Resolution.

Guochao Chen, Boxiong Wu, Haijiao Xing, Bowen Fu, Wei Wei, Lei Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Revisiting Prototypical Network for Cross Domain Few-Shot Learning.

Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Glocal Energy-based Learning for Few-Shot Open-Set Recognition.

Haoyu Wang, Guansong Pang, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection.

Lei Zhang, Yuxuan Sun, Wei Wei

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Boosting Hyperspectral Image Classification With Unsupervised Feature Learning.

Wei Wei, Songzheng Xu, Lei Zhang, Jinyang Zhang, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Recurrent Hyperspectral Imagery Super-Resolution Using Pixel-Aware Refinement.

Wei Wei, Jiangtao Nie, Lei Zhang, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Toward Effective Hyperspectral Image Classification Using Dual-Level Deep Spatial Manifold Representation.

Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Contrastive Haze-Aware Learning for Dynamic Remote Sensing Image Dehazing.

Jiangtao Nie, Wei Wei, Lei Zhang, Jianlong Yuan, Zhibin Wang, Hao Li

IEEE Trans. Geosci. Remote. Sens., 2022

Meta-Generating Deep Attentive Metric for Few-Shot Classification.

Fei Zhou, Lei Zhang, Wei Wei

IEEE Trans. Circuits Syst. Video Technol., 2022

Hyperspectral Image Classification Promotion Using Clustering Inspired Active Learning.

Chen Ding, Mengmeng Zheng, Feixiong Chen, Yuankun Zhang, Xusi Zhuang, Enquan Fan, Dushi Wen, Lei Zhang, Wei Wei, Yanning Zhang

Remote. Sens., 2022

Integrating Hybrid Pyramid Feature Fusion and Coordinate Attention for Effective Small Sample Hyperspectral Image Classification.

Chen Ding, Youfa Chen, Runze Li, Dushi Wen, Xiaoyan Xie, Lei Zhang, Wei Wei, Yanning Zhang

Remote. Sens., 2022

Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images.

He Sun, Lei Zhang, Jinchang Ren, Hua Huang

Pattern Recognit., 2022

Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture.

Chen Ding, Zhouyi Zheng, Sirui Zheng, Xuke Wang, Xiaoyan Xie, Dushi Wen, Lei Zhang, Yanning Zhang

Inf., 2022

E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow.

Zhiqiang Lang, Lei Zhang, Wei Wei

CoRR, 2022

Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification.

Lu Yang, Hongbang Liu, Lingqiao Liu, Jinghao Zhou, Lei Zhang, Peng Wang, Yanning Zhang

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Dynamic Long-Short Range Structure Learning for Low-Illumination Remote Sensing Imagery HDR Reconstruction.

Xinyuan Zhang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Hyperspectral Classification with Gradient Based Active Learning.

Songzheng Xu, Wei Wei, Lei Zhang, Xiao Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Source-Free Domain Adaptation for Cross-Scene Hyperspectral Image Classification.

Zun Xu, Wei Wei, Lei Zhang, Jiangtao Nie

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Non-Local Proposal Dynamic Enhancement Learning for Few-Shot Object Detection in Remote Sensing Images.

Haoyu Wang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Deep Blind Hyperspectral Image Super-Resolution.

Lei Zhang, Jiangtao Nie, Wei Wei, Yong Li, Yanning Zhang

IEEE Trans. Neural Networks Learn. Syst., 2021

Embarrassingly Simple Binarization for Deep Single Imagery Super-Resolution Networks.

Lei Zhang, Zhiqiang Lang, Wei Wei, Yanning Zhang

IEEE Trans. Image Process., 2021

GSDet: Object Detection in Aerial Images Based on Scale Reasoning.

Wei Li, Wei Wei, Lei Zhang

IEEE Trans. Image Process., 2021

Boosting Few-Shot Hyperspectral Image Classification Using Pseudo-Label Learning.

Chen Ding, Yu Li, Yue Wen, Mengmeng Zheng, Lei Zhang, Wei Wei, Yanning Zhang

Remote. Sens., 2021

Exploiting textual queries for dynamically visual disambiguation.

Zeren Sun, Yazhou Yao, Jimin Xiao, Lei Zhang, Jian Zhang, Zhenmin Tang

Pattern Recognit., 2021

Towards accurate HDR imaging with learning generator constraints.

Qingsen Yan, Bo Wang, Lei Zhang, Jingyu Zhang, Zheng You, Qinfeng Shi, Yanning Zhang

Neurocomputing, 2021

CAT: Cross-Attention Transformer for One-Shot Object Detection.

Weidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang

CoRR, 2021

Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification.

Lu Yang, Hongbang Liu, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang, Yanning Zhang

CoRR, 2021

Meta Transfer Learning for Few-Shot Hyperspectral Image Classification.

Fei Zhou, Lei Zhang, Wei Wei, Zongwen Bai, Yanning Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Neural Stochastic Differential Equation for Hyperspectral Image Classification.

Xiao Zhang, Wei Wei, Lei Zhang, Chen Ding

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification.

Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Accurate Tensor Completion via Adaptive Low-Rank Representation.

Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang

IEEE Trans. Neural Networks Learn. Syst., 2020

Deep HDR Imaging via A Non-Local Network.

Qingsen Yan, Lei Zhang, Yu Liu, Yu Zhu, Jinqiu Sun, Qinfeng Shi, Yanning Zhang

IEEE Trans. Image Process., 2020

Towards Effective Deep Embedding for Zero-Shot Learning.

Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yanning Zhang, Anton van den Hengel

IEEE Trans. Circuits Syst. Video Technol., 2020

Boosting One-Shot Spectral Super-Resolution Using Transfer Learning.

Wei Wei, Yuxuan Sun, Lei Zhang, Jiangtao Nie, Yanning Zhang

IEEE Trans. Computational Imaging, 2020

Deep Recursive Network for Hyperspectral Image Super-Resolution.

Wei Wei, Jiangtao Nie, Yong Li, Lei Zhang, Yanning Zhang

IEEE Trans. Computational Imaging, 2020

Intraclass Similarity Structure Representation-Based Hyperspectral Imagery Classification With Few Samples.

Wei Wei, Lei Zhang, Yu Li, Cong Wang, Yanning Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Hyperspectral Image Classification With Data Augmentation and Classifier Fusion.

Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang

IEEE Geosci. Remote. Sens. Lett., 2020

Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network.

Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel

Int. J. Comput. Vis., 2020

Unsupervised Alternating Optimization for Blind Hyperspectral Imagery Super-resolution.

Jiangtao Nie, Lei Zhang, Wei Wei, Zhiqiang Lang, Yanning Zhang

CoRR, 2020

Meta-Generating Deep Attentive Metric for Few-shot Classification.

Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang

CoRR, 2020

Deep Self-Supervised Learning for Few-Shot Hyperspectral Image Classification.

Yu Li, Lei Zhang, Wei Wei, Yanning Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Unsupervised Deep Hyperspectral Super-Resolution With Unregistered Images.

Jiangtao Nie, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution.

Lei Zhang, Jiangtao Nie, Wei Wei, Yanning Zhang, Shengcai Liao, Ling Shao

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution.

Lei Zhang, Zhiqiang Lang, Peng Wang, Wei Wei, Shengcai Liao, Ling Shao, Yanning Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

An Adaptive Markov Random Field for Structured Compressive Sensing.

Suwichaya Suwanwimolkul, Lei Zhang, Dong Gong, Zhen Zhang, Chao Chen, Damith Chinthana Ranasinghe, Qinfeng (Javen) Shi

IEEE Trans. Image Process., 2019

Learning Discriminative Compact Representation for Hyperspectral Imagery Classification.

Lei Zhang, Jinyang Zhang, Wei Wei, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2019

Intracluster Structured Low-Rank Matrix Analysis Method for Hyperspectral Denoising.

Wei Wei, Lei Zhang, Yining Jiao, Chunna Tian, Cong Wang, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2019

Unsupervised Domain Adaptation Using Robust Class-Wise Matching.

Lei Zhang, Peng Wang, Wei Wei, Hao Lu, Chunhua Shen, Anton van den Hengel, Yanning Zhang

IEEE Trans. Circuits Syst. Video Technol., 2019

One-step adaptive markov random field for structured compressive sensing.

Suwichaya Suwanwimolkul, Lei Zhang, Damith Chinthana Ranasinghe, Qinfeng Shi

Signal Process., 2019

A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method.

Wei Wei, Mengting Ma, Cong Wang, Lei Zhang, Peng Zhang, Yanning Zhang

Remote. Sens., 2019

Enhancing image visuality by multi-exposure fusion.

Qingsen Yan, Yu Zhu, Yulin Zhou, Jinqiu Sun, Lei Zhang, Yanning Zhang

Pattern Recognit. Lett., 2019

Fast-Convergent Fully Connected Deep Learning Model Using Constrained Nodes Input.

Chen Ding, Ying Li, Lei Zhang, Jinyang Zhang, Lu Yang, Wei Wei, Yong Xia, Yanning Zhang

Neural Process. Lett., 2019

Robust Hyperspectral Image Domain Adaptation With Noisy Labels.

Wei Wei, Wei Li, Lei Zhang, Cong Wang, Peng Zhang, Yanning Zhang

IEEE Geosci. Remote. Sens. Lett., 2019

Accurate imagery recovery using a multi-observation patch model.

Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang

Inf. Sci., 2019

A separation-aggregation network for image denoising.

Lei Zhang, Yong Li, Peng Wang, Wei Wei, Songzheng Xu, Yanning Zhang

Appl. Soft Comput., 2019

Improving Hyperspectral Image Classification with Unsupervised Knowledge Learning.

Jinyang Zhang, Wei Wei, Lei Zhang, Yanning Zhang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Robust Deep Hyperspectral Imagery Super-Resolution.

Jiangtao Nie, Lei Zhang, Cong Wang, Wei Wei, Yanning Zhang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Unsupervised deep domain adaptation for hyperspectral image classification.

Wei Li, Wei Wei, Lei Zhang, Cong Wang, Yanning Zhang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Deep Spectral Super-Resolution with Noisy Input.

Zhiqiang Lang, Lei Zhang, Wei Wei, Jiangtao Nie, Chunna Tian, Yanning Zhang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results.

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

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Variational Bayesian Dropout With a Hierarchical Prior.

Yuhang Liu, Wenyong Dong, Lei Zhang, Dong Gong, Qinfeng Shi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Exploiting Clustering Manifold Structure for Hyperspectral Imagery Super-Resolution.

Lei Zhang, Wei Wei, Chengcheng Bai, Yifan Gao, Yanning Zhang

IEEE Trans. Image Process., 2018

Exploiting Structured Sparsity for Hyperspectral Anomaly Detection.

Fei Li, Xiuwei Zhang, Lei Zhang, Dongmei Jiang, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2018

Structured Background Modeling for Hyperspectral Anomaly Detection.

Fei Li, Lei Zhang, Xiuwei Zhang, Yanjia Chen, Dongmei Jiang, Genping Zhao, Yanning Zhang

Sensors, 2018

Deep Cube-Pair Network for Hyperspectral Imagery Classification.

Wei Wei, Jinyang Zhang, Lei Zhang, Chunna Tian, Yanning Zhang

Remote. Sens., 2018

When Low Rank Representation Based Hyperspectral Imagery Classification Meets Segmented Stacked Denoising Auto-Encoder Based Spatial-Spectral Feature.

Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang

Remote. Sens., 2018

Automatic Kernel Size Determination for Deep Neural Networks Based Hyperspectral Image Classification.

Chen Ding, Ying Li, Yong Xia, Lei Zhang, Yanning Zhang

Remote. Sens., 2018

Salient object detection in hyperspectral imagery using multi-scale spectral-spatial gradient.

Lei Zhang, Yanning Zhang, Hangqi Yan, Yifan Gao, Wei Wei

Neurocomputing, 2018

Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction.

Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi

Int. J. Comput. Vis., 2018

Variational Bayesian Dropout.

Yuhang Liu, Wenyong Dong, Lei Zhang, Dong Gong, Qinfeng Shi

CoRR, 2018

Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN.

Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

An Improved Camouflage Target Detection Using Hyperspectral Image Based on Block-Diagonal and Low-Rank Representation.

Fei Li, Xiuwei Zhang, Lei Zhang, Yanning Zhang, Dongmei Jiang, Genping Zhao

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Deblurring Natural Image Using Super-Gaussian Fields.

Yuhang Liu, Wenyong Dong, Dong Gong, Lei Zhang, Qinfeng Shi

Proceedings of the Computer Vision - ECCV 2018, 2018

A Band Grouping Based Hyperspectral Imagery Classification Method with Analysis Dictionary Learning.

Mengting Ma, Cong Wang, Lei Zhang, Yanning Zhang, Wei Wei

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Single Hyperspectral Image Super-Resolution with Grouped Deep Recursive Residual Network.

Yong Li, Lei Zhang, Chen Ding, Wei Wei, Yanning Zhang

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring.

Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017

Structured Sparse Coding-Based Hyperspectral Imagery Denoising With Intracluster Filtering.

Wei Wei, Lei Zhang, Chunna Tian, Antonio Plaza, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2017

Convolutional Neural Networks Based Hyperspectral Image Classification Method with Adaptive Kernels.

Chen Ding, Ying Li, Yong Xia, Wei Wei, Lei Zhang, Yanning Zhang

Remote. Sens., 2017

Beyond Low Rank: A Data-Adaptive Tensor Completion Method.

Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang

CoRR, 2017

Matrix decomposition based salient object detection in hyperspectral imagery.

Yifan Gao, Hangqi Yan, Lei Zhang, Runping Xi, Yanning Zhang, Wei Wei

Proceedings of the 13th International Conference on Natural Computation, 2017

Hyperspectral image super-resolution extending: An effective fusion based method without knowing the spatial transformation matrix.

Yong Li, Lei Zhang, Chunna Tian, Chen Ding, Yanning Zhang, Wei Wei

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

When Unsupervised Domain Adaptation Meets Tensor Representations.

Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Exploring Structured Sparsity by a Reweighted Laplace Prior for Hyperspectral Compressive Sensing.

Lei Zhang, Wei Wei, Chunna Tian, Fei Li, Yanning Zhang

IEEE Trans. Image Process., 2016

Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing.

Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi

IEEE Trans. Geosci. Remote. Sens., 2016

Locally Similar Sparsity-Based Hyperspectral Compressive Sensing Using Unmixing.

Lei Zhang, Wei Wei, Yanning Zhang, Hangqi Yan, Fei Li, Chunna Tian

IEEE Trans. Computational Imaging, 2016

Clustering Detection Algorithm of Plant Leaf Relative Lesion Area Based on Improved GA.

Shun Ren, Haiye Yu, Linlin Wang, Lei Zhang

Intell. Autom. Soft Comput., 2016

Hyperspectral imagery denoising using covariance matrix estimation based structured sparse coding and intra-cluster filtering.

Lei Zhang, Wei Wei, Yanning Zhang, Cong Wang

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Salient object detection in hyperspectral imagery using spectral gradient contrast.

Hangqi Yan, Yanning Zhang, Wei Wei, Lei Zhang, Yong Li

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral anomaly detection using background learning and structured sparse representation.

Fei Li, Yanning Zhang, Lei Zhang, Xiuwei Zhang, Dongmei Jiang

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A multi-label Hyperspectral image classification method with deep learning features.

Cong Wang, Peng Zhang, Yanning Zhang, Lei Zhang, Wei Wei

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

Cluster Sparsity Field for Hyperspectral Imagery Denoising.

Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Nonseparable sparsity based hyperspectral compressive sensing.

Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Hangqi Yan

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Research and Application on Protected Vegetables Early Warning and Control of Mobile Client System.

Guogang Zhao, Haiye Yu, Lianjun Yu, Guowei Wang, Yuanyuan Sui, Lei Zhang, Linlin Wang, Jiao Yang

Proceedings of the Computer and Computing Technologies in Agriculture IX, 2015

Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior.

Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Chunhua Shen, Qinfeng Shi

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Reweighted laplace prior based hyperspectral compressive sensing for unknown sparsity.

Lei Zhang, Wei Wei, Yanning Zhang, Chunna Tian, Fei Li

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Structured sparse BAYESIAN hyperspectral compressive sensing using spectral unmixing.

Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Hangqi Yan

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

3D total variation hyperspectral compressive sensing using unmixing.

Lei Zhang, Yanning Zhang, Wei Wei, Fei Li

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Spectral Unmixing for Hyperspectral Image Classification with an Adaptive Endmember Selection.

Qingjie Meng, Yanning Zhang, Wei Wei, Lei Zhang

Proceedings of the Intelligence Science and Big Data Engineering, 2013

An associative saliency segmentation method for infrared targets.

Lei Zhang, Yanning Zhang, Wei Wei, Qingjie Meng

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Hyperspectral image classification based on Multiple Improved particle swarm cooperative optimization and SVM.

Yuemei Ren, Yanning Zhang, Qingjie Meng, Lei Zhang

Proceedings of the 21st International Conference on Pattern Recognition, 2012