Lei Zhang

165 papers A* 14A 3B 3C 23Journal 107Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Category text-guided RGBT tracking with shared-specific feature representation.
Pattern Recognit.
Wei Wei, Haolie Wang, Yuduo Bian, Haijiao Xing, Chen Ding, Lei Zhang, Tao Zhou, Jiangbin Zheng, Yanning Zhang
2026 J jnl
Do it yourself dynamic single image super resolution network via ODE.
Pattern Recognit.
Xiao Zhang, Zhen Zhang, Wei Wei, Lei Zhang, Yanning Zhang
2026 J jnl
GSStream: 3D Gaussian Splatting based Volumetric Scene Streaming System.
CoRR
Zhiye Tang, Qiudan Zhang, Lei Zhang, Junhui Hou, You Yang, Xu Wang
2026 J jnl
Hyperspectral Image Compression With Spectral-Spatial Coupling and Group-Wise Context Modeling.
IEEE Trans. Circuits Syst. Video Technol.
Wei Wei, Chenxu Zhao, Shuyi Zhao, Lei Zhang, Yanning Zhang
2026 A* conf
JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion.
AAAI
Haoyu Wang, Lei Zhang, Wenrui Liu, Dengyang Jiang, Wei Wei, Chen Ding
2026 J jnl
Push the limit of scene text recognition using character and text length guided text super-resolution.
Pattern Recognit.
Jiangtao Nie, Boxiong Wu, Wenyu Peng, Wei Wei, Lei Zhang, Chen Ding, Yan-Ning Zhang
2025 J jnl
A visual prompt learning network for hyperspectral object tracking.
Pattern Recognit. Lett.
Haijiao Xing, Wei Wei, Lei Zhang, Chen Ding
2025 J jnl
Adapt Anything: Tailor Any Image Classifier Across Domains and Categories Using Text-to-Image Diffusion Models.
IEEE Trans. Big Data
Weijie Chen, Haoyu Wang, Shicai Yang, Lei Zhang, Wei Wei, Yanning Zhang, Luojun Lin, Di Xie, Yueting Zhuang
2025 J jnl
Constructing a Multi-Modal Based Underwater Acoustic Target Recognition Method With a Pre-Trained Language-Audio Model.
IEEE Trans. Geosci. Remote. Sens.
Bowen Fu, Jiangtao Nie, Wei Wei, Lei Zhang
2025 J jnl
Diffusion-Augmented Cross-Domain Prototypical Knowledge Distillation for Few-Shot Learning in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chen Ding, Sirui Zheng, Mengmeng Zheng, Yizhou Dong, Wenqiang Hua, Wei Wei, Lei Zhang, Yanning Zhang
2025 J jnl
Domain consistency learning for continual test-time adaptation in image semantic segmentation.
Pattern Recognit.
Yanyu Ye, Wei Wei, Lei Zhang, Chen Ding, Yanning Zhang
2025 J jnl
Effective Road Segmentation With Selective State-Space Model and Frequency Feature Compensation.
IEEE Trans. Geosci. Remote. Sens.
Jing Yang, Ting Liu, Lei Zhang, Yanning Zhang
2025 J jnl
Generalized pixel-aware deep function-mixture network for effective spectral super-resolution.
Knowl. Based Syst.
Jiangtao Nie, Lei Zhang, Chongxing Song, Zhiqiang Lang, Weixin Ren, Wei Wei, Chen Ding, Yan-Ning Zhang
2025 J jnl
IrregFusion: A Generalized Framework for Hyperspectral Image Fusion Across Diverse Spectral Data.
IEEE Trans. Geosci. Remote. Sens.
Jiangtao Nie, Wei Wei, Lei Zhang, Chen Ding, Yanning Zhang
2025 J jnl
JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion.
CoRR
Haoyu Wang, Lei Zhang, Wenrui Liu, Dengyang Jiang, Wei Wei, Chen Ding
2025 J jnl
Leapfrog Polymorphic Neural Ordinary Differential Equation.
IEEE Signal Process. Lett.
Xiao Zhang, Wei Wei, Zhen Zhang, Lei Zhang
2025 A* conf
Low-Biased General Annotated Dataset Generation.
CVPR
Dengyang Jiang, Haoyu Wang, Lei Zhang, Wei Wei, Guang Dai, Mengmeng Wang, Jingdong Wang, Yanning Zhang
2025 J jnl
MCINet: Fusing Low-Light Visible-Infrared Image via Max-Merge Complementary Information.
IEEE Trans. Multim.
Jiangtao Nie, Boxiong Wu, Wei Wei, Lei Zhang, Yanning Zhang
2025 J jnl
Multi-scale feature extraction and fusion with attention interaction for RGB-T tracking.
Pattern Recognit.
Haijiao Xing, Wei Wei, Lei Zhang, Yanning Zhang
2025 A* conf
Prompt-Free Conditional Diffusion for Multi-object Image Augmentation.
IJCAI
Haoyu Wang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang
2025 J jnl
Prompt-Free Conditional Diffusion for Multi-object Image Augmentation.
CoRR
Haoyu Wang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang
2025 J jnl
Text-Guided Distribution Calibration for Few-Shot Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yu Cao, Jingyi Chen, Haoyu Wang, Lei Zhang, Chen Ding, Wei Wei, Shiqi Cao, Meilin Xie
2024 C conf
Accurate SAR Aircraft Detection Algorithm Based on Feature Enhancement.
IGARSS
Chenxu Zhao, Yizun Wang, Hongjian Wang, Lei Zhang, Chen Ding, Chunna Tian, Wei Wei
2024 J jnl
Adjustable Visible and Infrared Image Fusion.
IEEE Trans. Circuits Syst. Video Technol.
Boxiong Wu, Jiangtao Nie, Wei Wei, Lei Zhang, Yanning Zhang
2024 J jnl
Arbitrary-Scale Hyperspectral Image Super-Resolution From a Fusion Perspective With Spatial Priors.
IEEE Trans. Geosci. Remote. Sens.
Guochao Chen, Jiangtao Nie, Wei Wei, Lei Zhang, Yanning Zhang
2024 J jnl
CAT: A Simple yet Effective Cross-Attention Transformer for One-Shot Object Detection.
J. Comput. Sci. Technol.
Weidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Lingqiao Liu, Lei Zhang, Peng Wang
2024 C conf
CR-SSRNet: Cross-Sensor Robust Spectral Super-Resolution Network Guided by Cognition Features.
IGARSS
Weixin Ren, Ruiling Liu, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang
2024 J jnl
Cross-Domain Distribution Calibration of Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Junyuan Ding, Wei Wei, Lei Zhang
2024 J jnl
Dual ODE: Spatial-Spectral Neural Ordinary Differential Equations for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Xiao Zhang, Chongxing Song, Tao You, Qicheng Bai, Wei Wei, Lei Zhang
2024 J jnl
FDE-Net: A memory-efficiency densely connected network inspired from fractional-order differential equations for single image super-resolution.
Neurocomputing
Xiao Zhang, Lei Zhang, Wei Wei, Yuxuan Sun, Chunna Tian, Yanning Zhang
2024 J jnl
GLGAT-CFSL: Global-Local Graph Attention Network-Based Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chen Ding, Zhicong Deng, Yaoyang Xu, Mengmeng Zheng, Lei Zhang, Yu Cao, Wei Wei, Yanning Zhang
2024 J jnl
Hybrid Pixel-Wise Registration Learning for Robust Fusion-Based Hyperspectral Image Super-Resolution.
IEEE Trans. Computational Imaging
Jiangtao Nie, Wei Wei, Lei Zhang, Chen Ding, Yanning Zhang
2024 J jnl
Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chen Ding, Mengmeng Zheng, Sirui Zheng, Yaoyang Xu, Lei Zhang, Wei Wei, Yanning Zhang
2024 A* conf
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning.
NeurIPS
Fei Zhou, Peng Wang, Lei Zhang, Zhenghua Chen, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang
2024 J jnl
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning.
CoRR
Fei Zhou, Peng Wang, Lei Zhang, Zhenghua Chen, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang
2024 J jnl
Meta-collaborative comparison for effective cross-domain few-shot learning.
Pattern Recognit.
Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang
2024 J jnl
Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration.
IEEE Trans. Pattern Anal. Mach. Intell.
Lei Zhang, Jiangtao Nie, Wei Wei, Yanning Zhang
2023 C conf
Correlated NMS: Establishing Correlations Between Dense Predictions of Remote Sensing Images.
IGARSS
Bowen Fu, Wei Li, Yuxuan Sun, Guochao Chen, Lei Zhang, Wei Wei
2023 J jnl
Dynamic Super-Pixel Normalization for Robust Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang
2023 J jnl
E2FIF: Push the Limit of Binarized Deep Imagery Super-Resolution Using End-to-End Full-Precision Information Flow.
IEEE Trans. Image Process.
Chongxing Song, Zhiqiang Lang, Wei Wei, Lei Zhang
2023 C conf
Efficient and Accurate Giraffe-Det for UAV Image Based Object Detection.
IGARSS
Qinglin Ran, Chenglong Zhang, Wei Wei, Lei Zhang
2023 A* conf
Glocal Energy-based Learning for Few-Shot Open-Set Recognition.
CVPR
Haoyu Wang, Guansong Pang, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang
2023 J jnl
Glocal Energy-based Learning for Few-Shot Open-Set Recognition.
CoRR
Haoyu Wang, Guansong Pang, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang
2023 J jnl
Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade Prediction.
Inf.
Dushi Wen, Sirui Zheng, Jiazhen Chen, Zhouyi Zheng, Chen Ding, Lei Zhang
2023 J jnl
Hyperspectral Image Classification Promotion Using Dynamic Convolution Based on Structural Re-Parameterization.
Remote. Sens.
Chen Ding, Xu Li, Jingyi Chen, Yaoyang Xu, Mengmeng Zheng, Lei Zhang
2023 C conf
IVJDN: An End-to-End Network for Joint Infrared and Visible Image Fusion and Detection.
IGARSS
Chenglong Zhang, Qinglin Ran, Wei Wei, Chen Ding, Lei Zhang
2023 J jnl
Learning to Class-Adaptively Manipulate Embeddings for Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Fei Zhou, Wei Wei, Lei Zhang, Yanning Zhang
2023 J jnl
Lightweighted Hyperspectral Image Classification Network by Progressive Bi-Quantization.
IEEE Trans. Geosci. Remote. Sens.
Wei Wei, Chongxing Song, Lei Zhang, Yanning Zhang
2023 J jnl
Meta-hallucinating prototype for few-shot learning promotion.
Pattern Recognit.
Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang
2023 J jnl
Milstein-driven neural stochastic differential equation model with uncertainty estimates.
Pattern Recognit. Lett.
Xiao Zhang, Wei Wei, Zhen Zhang, Lei Zhang, Wei Li
2023 A* conf
Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection.
AAAI
Lei Zhang, Yuxuan Sun, Wei Wei
2023 A* conf
Revisiting Prototypical Network for Cross Domain Few-Shot Learning.
CVPR
Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Yanning Zhang
2023 J jnl
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation.
IEEE Trans. Multim.
Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen
2023 C conf
Semi-Supervised Classification of Hyperspectral Images based on Contrastive Learning Constraint.
IGARSS
Junyuan Ding, Yue Wen, Weixin Ren, Lei Zhang, Wei Wei
2023 J jnl
Semi-Supervised Neural Architecture Search for Hyperspectral Imagery Classification Method With Dynamic Feature Clustering.
IEEE Trans. Geosci. Remote. Sens.
Wei Wei, Shuyi Zhao, Songzheng Xu, Lei Zhang, Yanning Zhang
2023 C conf
U-Shape Spectral-Transformer for Robust Fusion Based Hyperspectral Super-Resolution.
IGARSS
Guochao Chen, Boxiong Wu, Haijiao Xing, Bowen Fu, Wei Wei, Lei Zhang
2023 C conf
Wavelet Transform Based Network for Spectral Super-Resolution.
IGARSS
Weixin Ren, Qianyue Duan, Tiange Huang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang
2022 J jnl
Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture.
Inf.
Chen Ding, Zhouyi Zheng, Sirui Zheng, Xuke Wang, Xiaoyan Xie, Dushi Wen, Lei Zhang, Yanning Zhang
2022 J jnl
Boosting Hyperspectral Image Classification With Unsupervised Feature Learning.
IEEE Trans. Geosci. Remote. Sens.
Wei Wei, Songzheng Xu, Lei Zhang, Jinyang Zhang, Yanning Zhang
2022 J jnl
Contrastive Haze-Aware Learning for Dynamic Remote Sensing Image Dehazing.
IEEE Trans. Geosci. Remote. Sens.
Jiangtao Nie, Wei Wei, Lei Zhang, Jianlong Yuan, Zhibin Wang, Hao Li
2022 C conf
Dynamic Long-Short Range Structure Learning for Low-Illumination Remote Sensing Imagery HDR Reconstruction.
IGARSS
Xinyuan Zhang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang
2022 J jnl
E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow.
CoRR
Zhiqiang Lang, Lei Zhang, Wei Wei
2022 C conf
Hyperspectral Classification with Gradient Based Active Learning.
IGARSS
Songzheng Xu, Wei Wei, Lei Zhang, Xiao Zhang
2022 J jnl
Hyperspectral Image Classification Promotion Using Clustering Inspired Active Learning.
Remote. Sens.
Chen Ding, Mengmeng Zheng, Feixiong Chen, Yuankun Zhang, Xusi Zhuang, Enquan Fan, Dushi Wen, Lei Zhang, Wei Wei, Yanning Zhang
2022 J jnl
Integrating Hybrid Pyramid Feature Fusion and Coordinate Attention for Effective Small Sample Hyperspectral Image Classification.
Remote. Sens.
Chen Ding, Youfa Chen, Runze Li, Dushi Wen, Xiaoyan Xie, Lei Zhang, Wei Wei, Yanning Zhang
2022 J jnl
Meta-Generating Deep Attentive Metric for Few-Shot Classification.
IEEE Trans. Circuits Syst. Video Technol.
Fei Zhou, Lei Zhang, Wei Wei
2022 J jnl
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection.
CoRR
Lei Zhang, Yuxuan Sun, Wei Wei
2022 C conf
Non-Local Proposal Dynamic Enhancement Learning for Few-Shot Object Detection in Remote Sensing Images.
IGARSS
Haoyu Wang, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang
2022 J jnl
Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images.
Pattern Recognit.
He Sun, Lei Zhang, Jinchang Ren, Hua Huang
2022 B conf
Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification.
ICMR
Lu Yang, Hongbang Liu, Lingqiao Liu, Jinghao Zhou, Lei Zhang, Peng Wang, Yanning Zhang
2022 J jnl
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation.
CoRR
Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen
2022 C conf
Source-Free Domain Adaptation for Cross-Scene Hyperspectral Image Classification.
IGARSS
Zun Xu, Wei Wei, Lei Zhang, Jiangtao Nie
2022 J jnl
Toward Effective Hyperspectral Image Classification Using Dual-Level Deep Spatial Manifold Representation.
IEEE Trans. Geosci. Remote. Sens.
Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang
2022 J jnl
Unsupervised Recurrent Hyperspectral Imagery Super-Resolution Using Pixel-Aware Refinement.
IEEE Trans. Geosci. Remote. Sens.
Wei Wei, Jiangtao Nie, Lei Zhang, Yanning Zhang
2021 J jnl
Boosting Few-Shot Hyperspectral Image Classification Using Pseudo-Label Learning.
Remote. Sens.
Chen Ding, Yu Li, Yue Wen, Mengmeng Zheng, Lei Zhang, Wei Wei, Yanning Zhang
2021 J jnl
CAT: Cross-Attention Transformer for One-Shot Object Detection.
CoRR
Weidong Lin, Yuyan Deng, Yang Gao, Ning Wang, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang
2021 A* conf
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification.
CVPR
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang
2021 J jnl
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification.
CoRR
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang
2021 J jnl
Deep Blind Hyperspectral Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Lei Zhang, Jiangtao Nie, Wei Wei, Yong Li, Yanning Zhang
2021 J jnl
Embarrassingly Simple Binarization for Deep Single Imagery Super-Resolution Networks.
IEEE Trans. Image Process.
Lei Zhang, Zhiqiang Lang, Wei Wei, Yanning Zhang
2021 J jnl
Exploiting textual queries for dynamically visual disambiguation.
Pattern Recognit.
Zeren Sun, Yazhou Yao, Jimin Xiao, Lei Zhang, Jian Zhang, Zhenmin Tang
2021 J jnl
GSDet: Object Detection in Aerial Images Based on Scale Reasoning.
IEEE Trans. Image Process.
Wei Li, Wei Wei, Lei Zhang
2021 C conf
Meta Transfer Learning for Few-Shot Hyperspectral Image Classification.
IGARSS
Fei Zhou, Lei Zhang, Wei Wei, Zongwen Bai, Yanning Zhang
2021 C conf
Neural Stochastic Differential Equation for Hyperspectral Image Classification.
IGARSS
Xiao Zhang, Wei Wei, Lei Zhang, Chen Ding
2021 J jnl
Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification.
CoRR
Lu Yang, Hongbang Liu, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang, Yanning Zhang
2021 J jnl
Towards accurate HDR imaging with learning generator constraints.
Neurocomputing
Qingsen Yan, Bo Wang, Lei Zhang, Jingyu Zhang, Zheng You, Qinfeng Shi, Yanning Zhang
2020 J jnl
Accurate Tensor Completion via Adaptive Low-Rank Representation.
IEEE Trans. Neural Networks Learn. Syst.
Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2020 J jnl
Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network.
Int. J. Comput. Vis.
Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel
2020 J jnl
Boosting One-Shot Spectral Super-Resolution Using Transfer Learning.
IEEE Trans. Computational Imaging
Wei Wei, Yuxuan Sun, Lei Zhang, Jiangtao Nie, Yanning Zhang
2020 J jnl
Deep HDR Imaging via A Non-Local Network.
IEEE Trans. Image Process.
Qingsen Yan, Lei Zhang, Yu Liu, Yu Zhu, Jinqiu Sun, Qinfeng Shi, Yanning Zhang
2020 J jnl
Deep Recursive Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Computational Imaging
Wei Wei, Jiangtao Nie, Yong Li, Lei Zhang, Yanning Zhang
2020 C conf
Deep Self-Supervised Learning for Few-Shot Hyperspectral Image Classification.
IGARSS
Yu Li, Lei Zhang, Wei Wei, Yanning Zhang
2020 J jnl
Hyperspectral Image Classification With Data Augmentation and Classifier Fusion.
IEEE Geosci. Remote. Sens. Lett.
Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang
2020 J jnl
Intraclass Similarity Structure Representation-Based Hyperspectral Imagery Classification With Few Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Wei, Lei Zhang, Yu Li, Cong Wang, Yanning Zhang
2020 J jnl
Meta-Generating Deep Attentive Metric for Few-shot Classification.
CoRR
Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang
2020 — conf
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CVPR Workshops
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
2020 J jnl
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CoRR
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
2020 A* conf
Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution.
AAAI
Lei Zhang, Zhiqiang Lang, Peng Wang, Wei Wei, Shengcai Liao, Ling Shao, Yanning Zhang
2020 J jnl
Towards Effective Deep Embedding for Zero-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yanning Zhang, Anton van den Hengel
2020 A* conf
Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution.
CVPR
Lei Zhang, Jiangtao Nie, Wei Wei, Yanning Zhang, Shengcai Liao, Ling Shao
2020 J jnl
Unsupervised Alternating Optimization for Blind Hyperspectral Imagery Super-resolution.
CoRR
Jiangtao Nie, Lei Zhang, Wei Wei, Zhiqiang Lang, Yanning Zhang
2020 A conf
Unsupervised Deep Hyperspectral Super-Resolution With Unregistered Images.
ICME
Jiangtao Nie, Lei Zhang, Wei Wei, Chen Ding, Yanning Zhang
2019 J jnl
A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method.
Remote. Sens.
Wei Wei, Mengting Ma, Cong Wang, Lei Zhang, Peng Zhang, Yanning Zhang
2019 J jnl
A separation-aggregation network for image denoising.
Appl. Soft Comput.
Lei Zhang, Yong Li, Peng Wang, Wei Wei, Songzheng Xu, Yanning Zhang
2019 — conf
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results.
ICCV Workshops
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
2019 J jnl
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results.
CoRR
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
2019 J jnl
Accurate imagery recovery using a multi-observation patch model.
Inf. Sci.
Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2019 J jnl
An Adaptive Markov Random Field for Structured Compressive Sensing.
IEEE Trans. Image Process.
Suwichaya Suwanwimolkul, Lei Zhang, Dong Gong, Zhen Zhang, Chao Chen, Damith Chinthana Ranasinghe, Qinfeng (Javen) Shi
2019 A conf
Bayesian Nonnegative Matrix Factorization with a Truncated Spike-and-Slab Prior.
ICME
Yuhang Liu, Wenyong Dong, Wanjuan Song, Lei Zhang
2019 C conf
Deep Spectral Super-Resolution with Noisy Input.
IGARSS
Zhiqiang Lang, Lei Zhang, Wei Wei, Jiangtao Nie, Chunna Tian, Yanning Zhang
2019 J jnl
Enhancing image visuality by multi-exposure fusion.
Pattern Recognit. Lett.
Qingsen Yan, Yu Zhu, Yulin Zhou, Jinqiu Sun, Lei Zhang, Yanning Zhang
2019 J jnl
Fast-Convergent Fully Connected Deep Learning Model Using Constrained Nodes Input.
Neural Process. Lett.
Chen Ding, Ying Li, Lei Zhang, Jinyang Zhang, Lu Yang, Wei Wei, Yong Xia, Yanning Zhang
2019 C conf
Improving Hyperspectral Image Classification with Unsupervised Knowledge Learning.
IGARSS
Jinyang Zhang, Wei Wei, Lei Zhang, Yanning Zhang
2019 J jnl
Intracluster Structured Low-Rank Matrix Analysis Method for Hyperspectral Denoising.
IEEE Trans. Geosci. Remote. Sens.
Wei Wei, Lei Zhang, Yining Jiao, Chunna Tian, Cong Wang, Yanning Zhang
2019 J jnl
Learning Discriminative Compact Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Lei Zhang, Jinyang Zhang, Wei Wei, Yanning Zhang
2019 J jnl
One-step adaptive markov random field for structured compressive sensing.
Signal Process.
Suwichaya Suwanwimolkul, Lei Zhang, Damith Chinthana Ranasinghe, Qinfeng Shi
2019 J jnl
Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution.
CoRR
Lei Zhang, Zhiqiang Lang, Peng Wang, Wei Wei, Shengcai Liao, Ling Shao, Yanning Zhang
2019 C conf
Robust Deep Hyperspectral Imagery Super-Resolution.
IGARSS
Jiangtao Nie, Lei Zhang, Cong Wang, Wei Wei, Yanning Zhang
2019 J jnl
Robust Hyperspectral Image Domain Adaptation With Noisy Labels.
IEEE Geosci. Remote. Sens. Lett.
Wei Wei, Wei Li, Lei Zhang, Cong Wang, Peng Zhang, Yanning Zhang
2019 J jnl
Unsupervised Domain Adaptation Using Robust Class-Wise Matching.
IEEE Trans. Circuits Syst. Video Technol.
Lei Zhang, Peng Wang, Wei Wei, Hao Lu, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2019 C conf
Unsupervised deep domain adaptation for hyperspectral image classification.
IGARSS
Wei Li, Wei Wei, Lei Zhang, Cong Wang, Yanning Zhang
2019 A* conf
Variational Bayesian Dropout With a Hierarchical Prior.
CVPR
Yuhang Liu, Wenyong Dong, Lei Zhang, Dong Gong, Qinfeng Shi
2018 — conf
A Band Grouping Based Hyperspectral Imagery Classification Method with Analysis Dictionary Learning.
BigMM
Mengting Ma, Cong Wang, Lei Zhang, Yanning Zhang, Wei Wei
2018 — conf
Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN.
PRCV (2)
Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang
2018 J jnl
Accurate Spectral Super-resolution from Single RGB Image Using Multi-scale CNN.
CoRR
Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang
2018 J jnl
Adaptive Importance Learning for Improving Lightweight Image Super-resolution Network.
CoRR
Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel
2018 — conf
An Improved Camouflage Target Detection Using Hyperspectral Image Based on Block-Diagonal and Low-Rank Representation.
PRCV (4)
Fei Li, Xiuwei Zhang, Lei Zhang, Yanning Zhang, Dongmei Jiang, Genping Zhao
2018 — conf
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring.
BICS
Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai
2018 J jnl
Automatic Kernel Size Determination for Deep Neural Networks Based Hyperspectral Image Classification.
Remote. Sens.
Chen Ding, Ying Li, Yong Xia, Lei Zhang, Yanning Zhang
2018 J jnl
Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction.
Int. J. Comput. Vis.
Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2018 — conf
Deblurring Natural Image Using Super-Gaussian Fields.
ECCV (1)
Yuhang Liu, Wenyong Dong, Dong Gong, Lei Zhang, Qinfeng Shi
2018 J jnl
Deep Cube-Pair Network for Hyperspectral Imagery Classification.
Remote. Sens.
Wei Wei, Jinyang Zhang, Lei Zhang, Chunna Tian, Yanning Zhang
2018 J jnl
Exploiting Clustering Manifold Structure for Hyperspectral Imagery Super-Resolution.
IEEE Trans. Image Process.
Lei Zhang, Wei Wei, Chengcheng Bai, Yifan Gao, Yanning Zhang
2018 J jnl
Exploiting Structured Sparsity for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Fei Li, Xiuwei Zhang, Lei Zhang, Dongmei Jiang, Yanning Zhang
2018 J jnl
Salient object detection in hyperspectral imagery using multi-scale spectral-spatial gradient.
Neurocomputing
Lei Zhang, Yanning Zhang, Hangqi Yan, Yifan Gao, Wei Wei
2018 — conf
Single Hyperspectral Image Super-Resolution with Grouped Deep Recursive Residual Network.
BigMM
Yong Li, Lei Zhang, Chen Ding, Wei Wei, Yanning Zhang
2018 J jnl
Structured Background Modeling for Hyperspectral Anomaly Detection.
Sensors
Fei Li, Lei Zhang, Xiuwei Zhang, Yanjia Chen, Dongmei Jiang, Genping Zhao, Yanning Zhang
2018 J jnl
Towards Effective Deep Embedding for Zero-Shot Learning.
CoRR
Lei Zhang, Peng Wang, Lingqiao Liu, Chunhua Shen, Wei Wei, Yanning Zhang, Anton van den Hengel
2018 J jnl
Variational Bayesian Dropout.
CoRR
Yuhang Liu, Wenyong Dong, Lei Zhang, Dong Gong, Qinfeng Shi
2018 J jnl
When Low Rank Representation Based Hyperspectral Imagery Classification Meets Segmented Stacked Denoising Auto-Encoder Based Spatial-Spectral Feature.
Remote. Sens.
Cong Wang, Lei Zhang, Wei Wei, Yanning Zhang
2017 J jnl
Beyond Low Rank: A Data-Adaptive Tensor Completion Method.
CoRR
Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang
2017 J jnl
Convolutional Neural Networks Based Hyperspectral Image Classification Method with Adaptive Kernels.
Remote. Sens.
Chen Ding, Ying Li, Yong Xia, Wei Wei, Lei Zhang, Yanning Zhang
2017 A conf
Hyperspectral image super-resolution extending: An effective fusion based method without knowing the spatial transformation matrix.
ICME
Yong Li, Lei Zhang, Chunna Tian, Chen Ding, Yanning Zhang, Wei Wei
2017 — conf
Matrix decomposition based salient object detection in hyperspectral imagery.
ICNC-FSKD
Yifan Gao, Hangqi Yan, Lei Zhang, Runping Xi, Yanning Zhang, Wei Wei
2017 J jnl
Structured Sparse Coding-Based Hyperspectral Imagery Denoising With Intracluster Filtering.
IEEE Trans. Geosci. Remote. Sens.
Wei Wei, Lei Zhang, Chunna Tian, Antonio Plaza, Yanning Zhang
2017 A* conf
When Unsupervised Domain Adaptation Meets Tensor Representations.
ICCV
Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel
2017 J jnl
When Unsupervised Domain Adaptation Meets Tensor Representations.
CoRR
Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel
2016 — conf
A multi-label Hyperspectral image classification method with deep learning features.
ICIMCS
Cong Wang, Peng Zhang, Yanning Zhang, Lei Zhang, Wei Wei
2016 — conf
Cluster Sparsity Field for Hyperspectral Imagery Denoising.
ECCV (5)
Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2016 J jnl
Clustering Detection Algorithm of Plant Leaf Relative Lesion Area Based on Improved GA.
Intell. Autom. Soft Comput.
Shun Ren, Haiye Yu, Linlin Wang, Lei Zhang
2016 J jnl
Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing.
IEEE Trans. Geosci. Remote. Sens.
Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi
2016 J jnl
Exploring Structured Sparsity by a Reweighted Laplace Prior for Hyperspectral Compressive Sensing.
IEEE Trans. Image Process.
Lei Zhang, Wei Wei, Chunna Tian, Fei Li, Yanning Zhang
2016 C conf
Hyperspectral anomaly detection using background learning and structured sparse representation.
IGARSS
Fei Li, Yanning Zhang, Lei Zhang, Xiuwei Zhang, Dongmei Jiang
2016 C conf
Hyperspectral imagery denoising using covariance matrix estimation based structured sparse coding and intra-cluster filtering.
IGARSS
Lei Zhang, Wei Wei, Yanning Zhang, Cong Wang
2016 J jnl
Locally Similar Sparsity-Based Hyperspectral Compressive Sensing Using Unmixing.
IEEE Trans. Computational Imaging
Lei Zhang, Wei Wei, Yanning Zhang, Hangqi Yan, Fei Li, Chunna Tian
2016 C conf
Salient object detection in hyperspectral imagery using spectral gradient contrast.
IGARSS
Hangqi Yan, Yanning Zhang, Wei Wei, Lei Zhang, Yong Li
2015 A* conf
Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior.
ICCV
Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Chunhua Shen, Qinfeng Shi
2015 — conf
Nonseparable sparsity based hyperspectral compressive sensing.
WHISPERS
Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Hangqi Yan
2015 — conf
Research and Application on Protected Vegetables Early Warning and Control of Mobile Client System.
CCTA (2)
Guogang Zhao, Haiye Yu, Lianjun Yu, Guowei Wang, Yuanyuan Sui, Lei Zhang, Linlin Wang, Jiao Yang
2015 A* conf
Reweighted laplace prior based hyperspectral compressive sensing for unknown sparsity.
CVPR
Lei Zhang, Wei Wei, Yanning Zhang, Chunna Tian, Fei Li
2014 C conf
3D total variation hyperspectral compressive sensing using unmixing.
IGARSS
Lei Zhang, Yanning Zhang, Wei Wei, Fei Li
2014 — conf
Structured sparse BAYESIAN hyperspectral compressive sensing using spectral unmixing.
WHISPERS
Lei Zhang, Wei Wei, Yanning Zhang, Fei Li, Hangqi Yan
2013 B conf
An associative saliency segmentation method for infrared targets.
ICIP
Lei Zhang, Yanning Zhang, Wei Wei, Qingjie Meng
2013 — conf
Spectral Unmixing for Hyperspectral Image Classification with an Adaptive Endmember Selection.
IScIDE
Qingjie Meng, Yanning Zhang, Wei Wei, Lei Zhang
2012 B conf
Hyperspectral image classification based on Multiple Improved particle swarm cooperative optimization and SVM.
ICPR
Yuemei Ren, Yanning Zhang, Qingjie Meng, Lei Zhang