Liangpei Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 87

Top Topics

Change Detection

Spatial Resolution

Scene Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Image Process.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Yonghao Xu, Bo Du, Liangpei Zhang
Robust Self-Ensembling Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jiaqi Yang, Bo Du, Di Wang, Liangpei Zhang
ITER: Image-to-Pixel Representation for Weakly Supervised HSI Classification. IEEE Trans. Image Process. 33 (2024)
Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang
E2SCNet: Efficient Multiobjective Evolutionary Automatic Search for Remote Sensing Image Scene Classification Network Architecture. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR (2024)
Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dong-Sheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang
MTP: Advancing Remote Sensing Foundation Model via Multitask Pretraining. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Mi Song, Yanfei Zhong, Ailong Ma, Da He, Liangpei Zhang
Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chuan Fu, Bo Du, Liangpei Zhang
ReSC-net: Hyperspectral Image Classification Based on Attention-Enhanced Residual Module and Spatial-Channel Attention. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dongsheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining. CoRR (2024)
Ziyang Lihe, Jiang He, Qiangqiang Yuan, Xianyu Jin, Yi Xiao, Liangpei Zhang
PhDnet: A novel physic-aware dehazing network for remote sensing images. Inf. Fusion 106 (2024)
He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang
STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Inf. Fusion 111 (2024)
Chenxing Li, Dehui Zhu, Chen Wu, Bo Du, Liangpei Zhang
Global Overcomplete Dictionary-Based Sparse and Nonnegative Collaborative Representation for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhengshun Du, Xinghua Li, Jianhao Miao, Yanyuan Huang, Huanfeng Shen, Liangpei Zhang
Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Sunan Shi, Yanfei Zhong, Yinhe Liu, Liangpei Zhang, Deren Li
Cross-temporal high spatial resolution urban scene classification and change detection based on a class-weighted deep adaptation network. Urban Inform. 3 (1) (2024)
Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang
Robust Remote Sensing Image Cross-Scene Classification Under Noisy Environment. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang
Adversarial pair-wise distribution matching for remote sensing image cross-scene classification. Neural Networks 174 (2024)
Ruoyu Yang, Yanfei Zhong, Yinhe Liu, Xiaoyan Lu, Liangpei Zhang
Occlusion-Aware Road Extraction Network for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dingyuan Chen, Yanfei Zhong, Ailong Ma, Zhuo Zheng, Liangpei Zhang
Explicable Fine-Grained Aircraft Recognition Via Deep Part Parsing Prior Framework for High-Resolution Remote Sensing Imagery. IEEE Trans. Cybern. 54 (7) (2024)
Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing Images. IEEE Trans. Image Process. 33 (2024)
Zhuo Zheng, Yanfei Zhong, Liangpei Zhang, Stefano Ermon
Segment Any Change. CoRR (2024)
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-Wen Lin
Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. 34 (4) (2024)
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Chia-Wen Lin, Liangpei Zhang
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution. IEEE Trans. Image Process. 33 (2024)
Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li
Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. CoRR (2024)
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chuan Fu, Bo Du, Liangpei Zhang
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression. Pattern Recognit. 155 (2024)
Yuzeng Chen, Yuqi Tang, Qiangqiang Yuan, Liangpei Zhang
REPS: Rotation equivariant Siamese network enhanced by probability segmentation for satellite video tracking. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Dehui Zhu, Bo Du, Liangpei Zhang
Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Lingyu Sun, Yuxin Lou, Qian Shi, Liangpei Zhang
Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Liangpei Zhang
SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang
Deep Blind Super-Resolution for Satellite Video. CoRR (2024)
Jiepan Li, Wei He, Weinan Cao, Liangpei Zhang, Hongyan Zhang
UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chuan Fu, Bo Du, Liangpei Zhang
Do We Need Learnable Classifiers? A Hyperspectral Image Classification Algorithm Based on Attention-Enhanced ResBlock-in-ResBlock and ETF Classifier. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model. CoRR (2024)
Dehui Zhu, Ping Zhong, Bo Du, Liangpei Zhang
Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection. Neural Networks 178 (2024)
Jue Wang, Yanfei Zhong, Liangpei Zhang
Contrastive Scene Change Representation Learning for High-Resolution Remote Sensing Scene Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. CoRR (2024)
Yanfei Zhong, Jingjun Yi, Richen Ye, Liangpei Zhang
Cross-Station Continual Aurora Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
SAAN: Similarity-aware attention flow network for change detection with VHR remote sensing images. CoRR (2023)
Sunan Shi, Yanfei Zhong, Yinhe Liu, Jue Wang, Yuting Wan, Ji Zhao, Pengyuan Lv, Liangpei Zhang, Deren Li
Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping. Int. J. Digit. Earth 16 (1) (2023)
Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
Advancing Plain Vision Transformer Toward Remote Sensing Foundation Model. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yinhe Liu, Yanfei Zhong, Ailong Ma, Ji Zhao, Liangpei Zhang
Cross-resolution national-scale land-cover mapping based on noisy label learning: A case study of China. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Di Wang, Jing Zhang, Bo Du, Minqiang Xu, Lin Liu, Dacheng Tao, Liangpei Zhang
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. NeurIPS (2023)
Jingtao Li, Xinyu Wang, Shaoyu Wang, Hengwei Zhao, Liangpei Zhang, Yanfei Zhong
One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning. CoRR (2023)
Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. ICCV (2023)
Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification. CoRR (2023)
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-Wen Lin
Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. CoRR (2023)
Meiqi Hu, Chen Wu, Liangpei Zhang
GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection. CoRR (2023)
Yuting Wan, Chao Chen, Ailong Ma, Liangpei Zhang, Xunqiang Gong, Yanfei Zhong
Adaptive Multistrategy Particle Swarm Optimization for Hyperspectral Remote Sensing Image Band Selection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma, Liangpei Zhang
FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Haonan Guo, Bo Du, Chen Wu, Chengxi Han, Liangpei Zhang
DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space. CoRR (2023)
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. CoRR (2023)
Chuan Fu, Bo Du, Liangpei Zhang
SAR Image Compression Based on Multi-Resblock and Global Context. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
An Accurate UAV 3-D Path Planning Method for Disaster Emergency Response Based on an Improved Multiobjective Swarm Intelligence Algorithm. IEEE Trans. Cybern. 53 (4) (2023)
Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. CoRR (2023)
Zhenghao Li, Qiangqiang Yuan, Liangpei Zhang
Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture Retrieval. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. CoRR (2023)
Shuang Luo, Huifang Li, Yiqiu Li, Chenglin Shao, Huanfeng Shen, Liangpei Zhang
An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Qiang Zhang, Jian Zhu, Yan Huang, Qiangqiang Yuan, Liangpei Zhang
Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection. Int. J. Appl. Earth Obs. Geoinformation 124 (2023)
Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. CoRR (2023)
Haonan Guo, Bo Du, Chen Wu, Xin Su, Liangpei Zhang
Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision. CoRR (2023)
Lei Hu, Wei He, Liangpei Zhang, Hongyan Zhang
Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shi Chen, Lefei Zhang, Liangpei Zhang
MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Chen Wu, Bo Du, Liangpei Zhang
Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Yonghao Xu, Fengxiang He, Bo Du, Dacheng Tao, Liangpei Zhang
Self-Ensembling GAN for Cross-Domain Semantic Segmentation. IEEE Trans. Multim. 25 (2023)
Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang
Adversarial Divergence Training for Universal Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV (2023)
Chen Wu, Xingjie Hao, Meiqi Hu, Chengguqiu Dai, Bo Du, Liangpei Zhang
An Investigation of Face Mask Use with Busking Videos on YouTube during COVID-19: a Case Study in South Korea. CoRR (2023)
Chunyang Cui, Xinyu Wang, Shaoyu Wang, Liangpei Zhang, Yanfei Zhong
Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey. CoRR (2023)
Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR (2023)
Shi Chen, Lefei Zhang, Liangpei Zhang
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. CoRR (2023)
Jiaqi Yang, Bo Du, Yonghao Xu, Liangpei Zhang
Can Spectral Information Work While Extracting Spatial Distribution? - An Online Spectral Information Compensation Network for HSI Classification. IEEE Trans. Image Process. 32 (2023)
Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang
Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery. IEEE Trans. Multim. 25 (2023)
Jingtao Li, Xinyu Wang, Hengwei Zhao, Liangpei Zhang, Yanfei Zhong
A Unified Remote Sensing Anomaly Detector Across Modalities and Scenes via Deviation Relationship Learning. CoRR (2023)
Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Denghong Liu, Huanfeng Shen, Liangpei Zhang
Spectral super-resolution meets deep learning: Achievements and challenges. Inf. Fusion 97 (2023)
Chen Sun, Xinyu Wang, Zhenqi Liu, Yuting Wan, Liangpei Zhang, Yanfei Zhong
SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial-Spectral Knowledge Distillation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification. IEEE Trans. Image Process. 32 (2023)
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Chunyang Cui, Yanfei Zhong, Xinyu Wang, Liangpei Zhang
Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous Unmixing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Yuan Wang, Liangpei Zhang
From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution. Inf. Fusion 96 (2023)
Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction. CoRR (2023)
Di Wang, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. CoRR (2023)
Lei Shi, Le Yang, Weidong Sun, Jie Yang, Pingxiang Li, Liangpei Zhang
Amplitude-Optimized UZH for Polarimetric Channel Imbalance Calibration in PolSAR Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang
Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. Neural Networks 163 (2023)
Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang
Deep Blind Super-Resolution for Satellite Video. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Fengfeng Wang, Jie Li, Qiangqiang Yuan, Liangpei Zhang
Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60 (2022)