Hyperspectral image classification based on Multiple Improved particle swarm cooperative optimization and SVM. - Yuemei Ren; Yanning Zhang 001; Qingjie Meng; Lei Zhang 054 (ICPR, 2012)

An associative saliency segmentation method for infrared targets. - Lei Zhang 054; Yanning Zhang 001; Wei Wei 008; Qingjie Meng (ICIP, 2013)

Spectral Unmixing for Hyperspectral Image Classification with an Adaptive Endmember Selection. - Qingjie Meng; Yanning Zhang 001; Wei Wei 008; Lei Zhang 054 (IScIDE, 2013)

3D total variation hyperspectral compressive sensing using unmixing. - Lei Zhang 054; Yanning Zhang 001; Wei Wei 008; Fei Li 011 (IGARSS, 2014)

Structured sparse BAYESIAN hyperspectral compressive sensing using spectral unmixing. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Fei Li 011; Hangqi Yan (WHISPERS, 2014)

Reweighted laplace prior based hyperspectral compressive sensing for unknown sparsity. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Chunna Tian; Fei Li 011 (CVPR, 2015)

Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Fei Li 011; Chunhua Shen; Qinfeng Shi (ICCV, 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 054; Linlin Wang; Jiao Yang (CCTA (2), 2015)

Nonseparable sparsity based hyperspectral compressive sensing. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Fei Li 011; Hangqi Yan (WHISPERS, 2015)

Cluster Sparsity Field for Hyperspectral Imagery Denoising. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (ECCV (5), 2016)

A multi-label Hyperspectral image classification method with deep learning features. - Cong Wang 013; Peng Zhang 005; Yanning Zhang 001; Lei Zhang 054; Wei Wei 008 (ICIMCS, 2016)

Hyperspectral anomaly detection using background learning and structured sparse representation. - Fei Li 011; Yanning Zhang 001; Lei Zhang 054; Xiuwei Zhang 001; Dongmei Jiang (IGARSS, 2016)

Salient object detection in hyperspectral imagery using spectral gradient contrast. - Hangqi Yan; Yanning Zhang 001; Wei Wei 008; Lei Zhang 054; Yong Li (IGARSS, 2016)

Hyperspectral imagery denoising using covariance matrix estimation based structured sparse coding and intra-cluster filtering. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Cong Wang 013 (IGARSS, 2016)

Clustering Detection Algorithm of Plant Leaf Relative Lesion Area Based on Improved GA. - Shun Ren; Haiye Yu; Linlin Wang; Lei Zhang 054 (Intell. Autom. Soft Comput., 2016)

Locally Similar Sparsity-Based Hyperspectral Compressive Sensing Using Unmixing. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Hangqi Yan; Fei Li 011; Chunna Tian (IEEE Trans. Computational Imaging, 2016)

Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (IEEE Trans. Geosci. Remote. Sens., 2016)

Exploring Structured Sparsity by a Reweighted Laplace Prior for Hyperspectral Compressive Sensing. - Lei Zhang 054; Wei Wei 008; Chunna Tian; Fei Li 011; Yanning Zhang 001 (IEEE Trans. Image Process., 2016)

When Unsupervised Domain Adaptation Meets Tensor Representations. - Hao Lu 003; Lei Zhang 054; Zhiguo Cao 001; Wei Wei 008; Ke Xian; Chunhua Shen; Anton van den Hengel (ICCV, 2017)

Hyperspectral image super-resolution extending: An effective fusion based method without knowing the spatial transformation matrix. - Yong Li; Lei Zhang 054; Chunna Tian; Chen Ding 002; Yanning Zhang 001; Wei Wei 008 (ICME, 2017)

Matrix decomposition based salient object detection in hyperspectral imagery. - Yifan Gao; Hangqi Yan; Lei Zhang 054; Runping Xi; Yanning Zhang 001; Wei Wei 008 (ICNC-FSKD, 2017)

Beyond Low Rank: A Data-Adaptive Tensor Completion Method. - Lei Zhang 054; Wei Wei 008; Qinfeng Shi; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (CoRR, 2017)

Convolutional Neural Networks Based Hyperspectral Image Classification Method with Adaptive Kernels. - Chen Ding 002; Ying Li 017; Yong Xia 001; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (Remote. Sens., 2017)

Structured Sparse Coding-Based Hyperspectral Imagery Denoising With Intracluster Filtering. - Wei Wei 008; Lei Zhang 054; Chunna Tian; Antonio Plaza; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring. - Zhaowei Huang; Chen Ding 002; Lei Zhang 054; Min-Zhao Lee; Yang Song 001; Hiran Selvadurai; Dagan Feng 001; Yanning Zhang 001; Weidong Cai 001 (BICS, 2018)

Single Hyperspectral Image Super-Resolution with Grouped Deep Recursive Residual Network. - Yong Li; Lei Zhang 054; Chen Ding 002; Wei Wei 008; Yanning Zhang 001 (BigMM, 2018)

A Band Grouping Based Hyperspectral Imagery Classification Method with Analysis Dictionary Learning. - Mengting Ma; Cong Wang 013; Lei Zhang 054; Yanning Zhang 001; Wei Wei 008 (BigMM, 2018)

Deblurring Natural Image Using Super-Gaussian Fields. - Yuhang Liu 002; Wenyong Dong; Dong Gong; Lei Zhang 054; Qinfeng Shi (ECCV (1), 2018)

An Improved Camouflage Target Detection Using Hyperspectral Image Based on Block-Diagonal and Low-Rank Representation. - Fei Li 011; Xiuwei Zhang 001; Lei Zhang 054; Yanning Zhang 001; Dongmei Jiang; Genping Zhao (PRCV (4), 2018)

Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN. - Yiqi Yan; Lei Zhang 054; Jun Li 009; Wei Wei 008; Yanning Zhang 001 (PRCV (2), 2018)

Variational Bayesian Dropout. - Yuhang Liu 002; Wenyong Dong; Lei Zhang 054; Dong Gong; Qinfeng Shi (CoRR, 2018)

Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (Int. J. Comput. Vis., 2018)

Salient object detection in hyperspectral imagery using multi-scale spectral-spatial gradient. - Lei Zhang 054; Yanning Zhang 001; Hangqi Yan; Yifan Gao; Wei Wei 008 (Neurocomputing, 2018)

Automatic Kernel Size Determination for Deep Neural Networks Based Hyperspectral Image Classification. - Chen Ding 002; Ying Li 017; Yong Xia 001; Lei Zhang 054; Yanning Zhang 001 (Remote. Sens., 2018)

When Low Rank Representation Based Hyperspectral Imagery Classification Meets Segmented Stacked Denoising Auto-Encoder Based Spatial-Spectral Feature. - Cong Wang 013; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (Remote. Sens., 2018)

Deep Cube-Pair Network for Hyperspectral Imagery Classification. - Wei Wei 008; Jinyang Zhang; Lei Zhang 054; Chunna Tian; Yanning Zhang 001 (Remote. Sens., 2018)

Structured Background Modeling for Hyperspectral Anomaly Detection. - Fei Li 011; Lei Zhang 054; Xiuwei Zhang 001; Yanjia Chen; Dongmei Jiang; Genping Zhao; Yanning Zhang 001 (Sensors, 2018)

Exploiting Structured Sparsity for Hyperspectral Anomaly Detection. - Fei Li 011; Xiuwei Zhang 001; Lei Zhang 054; Dongmei Jiang; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Exploiting Clustering Manifold Structure for Hyperspectral Imagery Super-Resolution. - Lei Zhang 054; Wei Wei 008; Chengcheng Bai; Yifan Gao; Yanning Zhang 001 (IEEE Trans. Image Process., 2018)

Variational Bayesian Dropout With a Hierarchical Prior. - Yuhang Liu 002; Wenyong Dong; Lei Zhang 054; Dong Gong; Qinfeng Shi (CVPR, 2019)

AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results. - Kai Zhang 008; Nan Nan; Chenghua Li; Xueyi Zou; Ning Kang 007; Zhan Wang 003; Hang Xu 004; Chaofeng Wang; Zheng Li; Linlin Wang; Jun Shi 004; Shuhang Gu; et al. (ICCV Workshops, 2019)

Bayesian Nonnegative Matrix Factorization with a Truncated Spike-and-Slab Prior. - Yuhang Liu 002; Wenyong Dong; Wanjuan Song; Lei Zhang 054 (ICME, 2019)

Deep Spectral Super-Resolution with Noisy Input. - Zhiqiang Lang; Lei Zhang 054; Wei Wei 008; Jiangtao Nie; Chunna Tian; Yanning Zhang 001 (IGARSS, 2019)

Unsupervised deep domain adaptation for hyperspectral image classification. - Wei Li 219; Wei Wei 008; Lei Zhang 054; Cong Wang 013; Yanning Zhang 001 (IGARSS, 2019)

Robust Deep Hyperspectral Imagery Super-Resolution. - Jiangtao Nie; Lei Zhang 054; Cong Wang 013; Wei Wei 008; Yanning Zhang 001 (IGARSS, 2019)

Improving Hyperspectral Image Classification with Unsupervised Knowledge Learning. - Jinyang Zhang; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (IGARSS, 2019)

A separation-aggregation network for image denoising. - Lei Zhang 054; Yong Li; Peng Wang 023; Wei Wei 008; Songzheng Xu; Yanning Zhang 001 (Appl. Soft Comput., 2019)

Accurate imagery recovery using a multi-observation patch model. - Lei Zhang 054; Wei Wei 008; Qinfeng Shi; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (Inf. Sci., 2019)

Robust Hyperspectral Image Domain Adaptation With Noisy Labels. - Wei Wei 008; Wei Li 219; Lei Zhang 054; Cong Wang 013; Peng Zhang 005; Yanning Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Fast-Convergent Fully Connected Deep Learning Model Using Constrained Nodes Input. - Chen Ding 002; Ying Li 017; Lei Zhang 054; Jinyang Zhang; Lu Yang 016; Wei Wei 008; Yong Xia 001; Yanning Zhang 001 (Neural Process. Lett., 2019)

Enhancing image visuality by multi-exposure fusion. - Qingsen Yan; Yu Zhu 004; Yulin Zhou; Jinqiu Sun; Lei Zhang 054; Yanning Zhang 001 (Pattern Recognit. Lett., 2019)

A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method. - Wei Wei 008; Mengting Ma; Cong Wang 013; Lei Zhang 054; Peng Zhang 005; Yanning Zhang 001 (Remote. Sens., 2019)

One-step adaptive markov random field for structured compressive sensing. - Suwichaya Suwanwimolkul; Lei Zhang 054; Damith Chinthana Ranasinghe; Qinfeng Shi (Signal Process., 2019)

Unsupervised Domain Adaptation Using Robust Class-Wise Matching. - Lei Zhang 054; Peng Wang 023; Wei Wei 008; Hao Lu 003; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Intracluster Structured Low-Rank Matrix Analysis Method for Hyperspectral Denoising. - Wei Wei 008; Lei Zhang 054; Yining Jiao; Chunna Tian; Cong Wang 013; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Learning Discriminative Compact Representation for Hyperspectral Imagery Classification. - Lei Zhang 054; Jinyang Zhang; Wei Wei 008; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

An Adaptive Markov Random Field for Structured Compressive Sensing. - Suwichaya Suwanwimolkul; Lei Zhang 054; Dong Gong; Zhen Zhang 008; Chao Chen 012; Damith Chinthana Ranasinghe; Qinfeng (Javen) Shi (IEEE Trans. Image Process., 2019)

Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution. - Lei Zhang 054; Zhiqiang Lang; Peng Wang 023; Wei Wei 008; Shengcai Liao; Ling Shao 001; Yanning Zhang 001 (AAAI, 2020)

Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution. - Lei Zhang 054; Jiangtao Nie; Wei Wei 008; Yanning Zhang 001; Shengcai Liao; Ling Shao 001 (CVPR, 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 001; Chaoxiong Wu; Rui Song 003; Yunsong Li 001; Fei Liu; Zhiqiang Lang; et al. (CVPR Workshops, 2020)

Unsupervised Deep Hyperspectral Super-Resolution With Unregistered Images. - Jiangtao Nie; Lei Zhang 054; Wei Wei 008; Chen Ding 002; Yanning Zhang 001 (ICME, 2020)

Deep Self-Supervised Learning for Few-Shot Hyperspectral Image Classification. - Yu Li; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (IGARSS, 2020)

Meta-Generating Deep Attentive Metric for Few-shot Classification. - Lei Zhang 054; Fei Zhou 008; Wei Wei 008; Yanning Zhang 001 (CoRR, 2020)

Unsupervised Alternating Optimization for Blind Hyperspectral Imagery Super-resolution. - Jiangtao Nie; Lei Zhang 054; Wei Wei 008; Zhiqiang Lang; Yanning Zhang 001 (CoRR, 2020)

Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network. - Lei Zhang 054; Peng Wang 023; Chunhua Shen; Lingqiao Liu; Wei Wei 008; Yanning Zhang 001; Anton van den Hengel (Int. J. Comput. Vis., 2020)

Hyperspectral Image Classification With Data Augmentation and Classifier Fusion. - Cong Wang 013; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Intraclass Similarity Structure Representation-Based Hyperspectral Imagery Classification With Few Samples. - Wei Wei 008; Lei Zhang 054; Yu Li; Cong Wang 013; Yanning Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Deep Recursive Network for Hyperspectral Image Super-Resolution. - Wei Wei 008; Jiangtao Nie; Yong Li; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Computational Imaging, 2020)

Boosting One-Shot Spectral Super-Resolution Using Transfer Learning. - Wei Wei 008; Yuxuan Sun; Lei Zhang 054; Jiangtao Nie; Yanning Zhang 001 (IEEE Trans. Computational Imaging, 2020)

Towards Effective Deep Embedding for Zero-Shot Learning. - Lei Zhang 054; Peng Wang 023; Lingqiao Liu; Chunhua Shen; Wei Wei 008; Yanning Zhang 001; Anton van den Hengel (IEEE Trans. Circuits Syst. Video Technol., 2020)

Deep HDR Imaging via A Non-Local Network. - Qingsen Yan; Lei Zhang 054; Yu Liu 029; Yu Zhu 004; Jinqiu Sun; Qinfeng Shi; Yanning Zhang 001 (IEEE Trans. Image Process., 2020)

Accurate Tensor Completion via Adaptive Low-Rank Representation. - Lei Zhang 054; Wei Wei 008; Qinfeng Shi; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification. - Peng Wang 023; Kai Han 001; Xiu-Shen Wei; Lei Zhang 054; Lei Wang 001 (CVPR, 2021)

Neural Stochastic Differential Equation for Hyperspectral Image Classification. - Xiao Zhang; Wei Wei 008; Lei Zhang 054; Chen Ding 002 (IGARSS, 2021)

Meta Transfer Learning for Few-Shot Hyperspectral Image Classification. - Fei Zhou 008; Lei Zhang 054; Wei Wei 008; Zongwen Bai; Yanning Zhang 001 (IGARSS, 2021)

CAT: Cross-Attention Transformer for One-Shot Object Detection. - Weidong Lin; Yuyan Deng; Yang Gao 001; Ning Wang 020; Jinghao Zhou; Lingqiao Liu; Lei Zhang 054; Peng Wang 015 (CoRR, 2021)

Towards accurate HDR imaging with learning generator constraints. - Qingsen Yan; Bo Wang 011; Lei Zhang 054; Jingyu Zhang; Zheng You; Qinfeng Shi; Yanning Zhang 001 (Neurocomputing, 2021)

Exploiting textual queries for dynamically visual disambiguation. - Zeren Sun; Yazhou Yao; Jimin Xiao; Lei Zhang 054; Jian Zhang 002; Zhenmin Tang (Pattern Recognit., 2021)

Boosting Few-Shot Hyperspectral Image Classification Using Pseudo-Label Learning. - Chen Ding 002; Yu Li; Yue Wen; Mengmeng Zheng; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (Remote. Sens., 2021)

GSDet: Object Detection in Aerial Images Based on Scale Reasoning. - Wei Li 219; Wei Wei 008; Lei Zhang 054 (IEEE Trans. Image Process., 2021)

Embarrassingly Simple Binarization for Deep Single Imagery Super-Resolution Networks. - Lei Zhang 054; Zhiqiang Lang; Wei Wei 008; Yanning Zhang 001 (IEEE Trans. Image Process., 2021)

Deep Blind Hyperspectral Image Super-Resolution. - Lei Zhang 054; Jiangtao Nie; Wei Wei 008; Yong Li; Yanning Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Non-Local Proposal Dynamic Enhancement Learning for Few-Shot Object Detection in Remote Sensing Images. - Haoyu Wang 016; Lei Zhang 054; Wei Wei 008; Chen Ding 002; Yanning Zhang 001 (IGARSS, 2022)

Source-Free Domain Adaptation for Cross-Scene Hyperspectral Image Classification. - Zun Xu; Wei Wei 008; Lei Zhang 054; Jiangtao Nie (IGARSS, 2022)

Hyperspectral Classification with Gradient Based Active Learning. - Songzheng Xu; Wei Wei 008; Lei Zhang 054; Xiao Zhang (IGARSS, 2022)

Dynamic Long-Short Range Structure Learning for Low-Illumination Remote Sensing Imagery HDR Reconstruction. - Xinyuan Zhang; Lei Zhang 054; Wei Wei 008; Chen Ding 002; Yanning Zhang 001 (IGARSS, 2022)

Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification. - Lu Yang 016; Hongbang Liu; Lingqiao Liu; Jinghao Zhou; Lei Zhang 054; Peng Wang 015; Yanning Zhang 001 (ICMR, 2022)

E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow. - Zhiqiang Lang; Lei Zhang 054; Wei Wei 008 (CoRR, 2022)

Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture. - Chen Ding 002; Zhouyi Zheng; Sirui Zheng; Xuke Wang; Xiaoyan Xie; Dushi Wen; Lei Zhang 054; Yanning Zhang 001 (Inf., 2022)

Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images. - He Sun 009; Lei Zhang 054; Jinchang Ren; Hua Huang 001 (Pattern Recognit., 2022)

Integrating Hybrid Pyramid Feature Fusion and Coordinate Attention for Effective Small Sample Hyperspectral Image Classification. - Chen Ding 002; Youfa Chen; Runze Li; Dushi Wen; Xiaoyan Xie; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (Remote. Sens., 2022)

Hyperspectral Image Classification Promotion Using Clustering Inspired Active Learning. - Chen Ding 002; Mengmeng Zheng; Feixiong Chen; Yuankun Zhang; Xusi Zhuang; Enquan Fan; Dushi Wen; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (Remote. Sens., 2022)

Meta-Generating Deep Attentive Metric for Few-Shot Classification. - Fei Zhou 008; Lei Zhang 054; Wei Wei 008 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Contrastive Haze-Aware Learning for Dynamic Remote Sensing Image Dehazing. - Jiangtao Nie; Wei Wei 008; Lei Zhang 054; Jianlong Yuan; Zhibin Wang 004; Hao Li 030 (IEEE Trans. Geosci. Remote. Sens., 2022)

Toward Effective Hyperspectral Image Classification Using Dual-Level Deep Spatial Manifold Representation. - Cong Wang 013; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Recurrent Hyperspectral Imagery Super-Resolution Using Pixel-Aware Refinement. - Wei Wei 008; Jiangtao Nie; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Boosting Hyperspectral Image Classification With Unsupervised Feature Learning. - Wei Wei 008; Songzheng Xu; Lei Zhang 054; Jinyang Zhang; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection. - Lei Zhang 054; Yuxuan Sun; Wei Wei 008 (AAAI, 2023)

Glocal Energy-based Learning for Few-Shot Open-Set Recognition. - Haoyu Wang 016; Guansong Pang; Peng Wang 023; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (CVPR, 2023)

Revisiting Prototypical Network for Cross Domain Few-Shot Learning. - Fei Zhou 008; Peng Wang 023; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (CVPR, 2023)

U-Shape Spectral-Transformer for Robust Fusion Based Hyperspectral Super-Resolution. - Guochao Chen; Boxiong Wu; Haijiao Xing; Bowen Fu; Wei Wei 008; Lei Zhang 054 (IGARSS, 2023)

Semi-Supervised Classification of Hyperspectral Images based on Contrastive Learning Constraint. - Junyuan Ding; Yue Wen; Weixin Ren; Lei Zhang 054; Wei Wei 008 (IGARSS, 2023)

Correlated NMS: Establishing Correlations Between Dense Predictions of Remote Sensing Images. - Bowen Fu; Wei Li 219; Yuxuan Sun; Guochao Chen; Lei Zhang 054; Wei Wei 008 (IGARSS, 2023)

Efficient and Accurate Giraffe-Det for UAV Image Based Object Detection. - Qinglin Ran; Chenglong Zhang; Wei Wei 008; Lei Zhang 054 (IGARSS, 2023)

Wavelet Transform Based Network for Spectral Super-Resolution. - Weixin Ren; Qianyue Duan; Tiange Huang; Lei Zhang 054; Wei Wei 008; Chen Ding 002; Yanning Zhang 001 (IGARSS, 2023)

IVJDN: An End-to-End Network for Joint Infrared and Visible Image Fusion and Detection. - Chenglong Zhang; Qinglin Ran; Wei Wei 008; Chen Ding 002; Lei Zhang 054 (IGARSS, 2023)

Semi-Supervised Neural Architecture Search for Hyperspectral Imagery Classification Method With Dynamic Feature Clustering. - Wei Wei 008; Shuyi Zhao; Songzheng Xu; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Dynamic Super-Pixel Normalization for Robust Hyperspectral Image Classification. - Cong Wang 013; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Lightweighted Hyperspectral Image Classification Network by Progressive Bi-Quantization. - Wei Wei 008; Chongxing Song; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 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 008; Lei Zhang 054 (IEEE Trans. Image Process., 2023)

Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. - Tao Chen 012; Yazhou Yao; Lei Zhang 054; Qiong Wang 003; Guo-Sen Xie; Fumin Shen (IEEE Trans. Multim., 2023)

Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade Prediction. - Dushi Wen; Sirui Zheng; Jiazhen Chen; Zhouyi Zheng; Chen Ding 002; Lei Zhang 054 (Inf., 2023)

Meta-hallucinating prototype for few-shot learning promotion. - Lei Zhang 054; Fei Zhou 008; Wei Wei 008; Yanning Zhang 001 (Pattern Recognit., 2023)

Learning to Class-Adaptively Manipulate Embeddings for Few-Shot Learning. - Fei Zhou 008; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Milstein-driven neural stochastic differential equation model with uncertainty estimates. - Xiao Zhang; Wei Wei 008; Zhen Zhang 008; Lei Zhang 054; Wei Li 219 (Pattern Recognit. Lett., 2023)

Hyperspectral Image Classification Promotion Using Dynamic Convolution Based on Structural Re-Parameterization. - Chen Ding 002; Xu Li; Jingyi Chen; Yaoyang Xu; Mengmeng Zheng; Lei Zhang 054 (Remote. Sens., 2023)

CR-SSRNet: Cross-Sensor Robust Spectral Super-Resolution Network Guided by Cognition Features. - Weixin Ren; Ruiling Liu; Lei Zhang 054; Wei Wei 008; Chen Ding 002; Yanning Zhang 001 (IGARSS, 2024)

Accurate SAR Aircraft Detection Algorithm Based on Feature Enhancement. - Chenxu Zhao; Yizun Wang; Hongjian Wang; Lei Zhang 054; Chen Ding 002; Chunna Tian; Wei Wei 008 (IGARSS, 2024)

Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning. - Fei Zhou 008; Peng Wang 023; Lei Zhang 054; Zhenghua Chen; Wei Wei 008; Chen Ding 002; Guosheng Lin; Yanning Zhang 001 (NeurIPS, 2024)

FDE-Net: A memory-efficiency densely connected network inspired from fractional-order differential equations for single image super-resolution. - Xiao Zhang; Lei Zhang 054; Wei Wei 008; Yuxuan Sun; Chunna Tian; Yanning Zhang 001 (Neurocomputing, 2024)

Cross-Domain Distribution Calibration of Hyperspectral Image Classification. - Junyuan Ding; Wei Wei 008; Lei Zhang 054 (IEEE Geosci. Remote. Sens. Lett., 2024)

Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration. - Lei Zhang 054; Jiangtao Nie; Wei Wei 008; Yanning Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Meta-collaborative comparison for effective cross-domain few-shot learning. - Fei Zhou 008; Peng Wang 023; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (Pattern Recognit., 2024)

Hybrid Pixel-Wise Registration Learning for Robust Fusion-Based Hyperspectral Image Super-Resolution. - Jiangtao Nie; Wei Wei 008; Lei Zhang 054; Chen Ding 002; Yanning Zhang 001 (IEEE Trans. Computational Imaging, 2024)

Arbitrary-Scale Hyperspectral Image Super-Resolution From a Fusion Perspective With Spatial Priors. - Guochao Chen; Jiangtao Nie; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (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 002; Zhicong Deng; Yaoyang Xu; Mengmeng Zheng; Lei Zhang 054; Yu Cao; Wei Wei 008; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image Classification. - Chen Ding 002; Mengmeng Zheng; Sirui Zheng; Yaoyang Xu; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Dual ODE: Spatial-Spectral Neural Ordinary Differential Equations for Hyperspectral Image Super-Resolution. - Xiao Zhang; Chongxing Song; Tao You; Qicheng Bai; Wei Wei 008; Lei Zhang 054 (IEEE Trans. Geosci. Remote. Sens., 2024)

CAT: A Simple yet Effective Cross-Attention Transformer for One-Shot Object Detection. - Weidong Lin; Yuyan Deng; Yang Gao 001; Ning Wang 020; Lingqiao Liu; Lei Zhang 054; Peng Wang 015 (J. Comput. Sci. Technol., 2024)

Adjustable Visible and Infrared Image Fusion. - Boxiong Wu; Jiangtao Nie; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Low-Biased General Annotated Dataset Generation. - Dengyang Jiang; Haoyu Wang 016; Lei Zhang 054; Wei Wei 008; Guang Dai; Mengmeng Wang; Jingdong Wang; Yanning Zhang 001 (CVPR, 2025)

Generalized pixel-aware deep function-mixture network for effective spectral super-resolution. - Jiangtao Nie; Lei Zhang 054; Chongxing Song; Zhiqiang Lang; Weixin Ren; Wei Wei 008; Chen Ding 002; Yan-Ning Zhang 001 (Knowl. Based Syst., 2025)

Multi-scale feature extraction and fusion with attention interaction for RGB-T tracking. - Haijiao Xing; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (Pattern Recognit., 2025)

Domain consistency learning for continual test-time adaptation in image semantic segmentation. - Yanyu Ye; Wei Wei 008; Lei Zhang 054; Chen Ding 002; Yanning Zhang 001 (Pattern Recognit., 2025)

A visual prompt learning network for hyperspectral object tracking. - Haijiao Xing; Wei Wei 008; Lei Zhang 054; Chen Ding 002 (Pattern Recognit. Lett., 2025)

Leapfrog Polymorphic Neural Ordinary Differential Equation. - Xiao Zhang; Wei Wei 008; Zhen Zhang 008; Lei Zhang 054 (IEEE Signal Process. Lett., 2025)

Text-Guided Distribution Calibration for Few-Shot Object Detection in Remote Sensing Images. - Yu Cao; Jingyi Chen; Haoyu Wang 016; Lei Zhang 054; Chen Ding 002; Wei Wei 008; Shiqi Cao; Meilin Xie (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Diffusion-Augmented Cross-Domain Prototypical Knowledge Distillation for Few-Shot Learning in Hyperspectral Image Classification. - Chen Ding 002; Sirui Zheng; Mengmeng Zheng; Yizhou Dong; Wenqiang Hua; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Constructing a Multi-Modal Based Underwater Acoustic Target Recognition Method With a Pre-Trained Language-Audio Model. - Bowen Fu; Jiangtao Nie; Wei Wei 008; Lei Zhang 054 (IEEE Trans. Geosci. Remote. Sens., 2025)

Effective Road Segmentation With Selective State-Space Model and Frequency Feature Compensation. - Jing Yang; Ting Liu 012; Lei Zhang 054; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Adapt Anything: Tailor Any Image Classifier Across Domains and Categories Using Text-to-Image Diffusion Models. - Weijie Chen 006; Haoyu Wang 016; Shicai Yang; Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Luojun Lin; Di Xie; Yueting Zhuang (IEEE Trans. Big Data, 2025)

Prompt-Free Conditional Diffusion for Multi-object Image Augmentation. - Haoyu Wang 016; Lei Zhang 054; Wei Wei 008; Chen Ding 002; Yanning Zhang 001 (CoRR, 2025)

Do it yourself dynamic single image super resolution network via ODE. - Xiao Zhang; Zhen Zhang 008; Wei Wei 008; Lei Zhang 054; Yanning Zhang 001 (Pattern Recognit., 2026)