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Liangpei Zhang 0001
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- affiliation (PhD 1998): Wuhan University, LIEMARS, China
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2020 – today
- 2025
- [j473]Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Te Han, Zhenqi Liu, Liangpei Zhang:
SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditions. Inf. Fusion 114: 102658 (2025) - 2024
- [j472]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: 103741 (2024) - [j471]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: 103762 (2024) - [j470]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: 102277 (2024) - [j469]He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang:
STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Inf. Fusion 111: 102505 (2024) - [j468]Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Adversarial pair-wise distribution matching for remote sensing image cross-scene classification. Neural Networks 174: 106241 (2024) - [j467]Dehui Zhu, Ping Zhong, Bo Du, Liangpei Zhang:
Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection. Neural Networks 178: 106416 (2024) - [j466]Chuan Fu, Bo Du, Liangpei Zhang:
Hybrid-context-based multi-prior entropy modeling for learned lossless image compression. Pattern Recognit. 155: 110632 (2024) - [j465]Jing Sun, Qiangqiang Yuan, Huanfeng Shen, Jie Li, Liangpei Zhang:
A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method. Sensors 24(17): 5566 (2024) - [j464]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: 719-731 (2024) - [j463]Bowen Xu, Liang Dong, Gui-Song Xia, Liangpei Zhang:
Efficient Rural Building Segmentation via a Multilevel Decoding Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2489-2500 (2024) - [j462]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: 11632-11654 (2024) - [j461]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): 2789-2802 (2024) - [j460]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): 3968-3979 (2024) - [j459]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: 1-16 (2024) - [j458]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: 1-13 (2024) - [j457]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: 1-15 (2024) - [j456]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: 1-16 (2024) - [j455]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: 1-13 (2024) - [j454]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: 1-14 (2024) - [j453]Mi Song, Yanfei Zhong, Ailong Ma, Da He, Liangpei Zhang:
Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j452]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: 1-18 (2024) - [j451]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: 1-14 (2024) - [j450]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: 1-16 (2024) - [j449]Yanfei Zhong, Jingjun Yi, Richen Ye, Liangpei Zhang:
Cross-Station Continual Aurora Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j448]Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Robust Remote Sensing Image Cross-Scene Classification Under Noisy Environment. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j447]Jiaqi Yang, Bo Du, Di Wang, Liangpei Zhang:
ITER: Image-to-Pixel Representation for Weakly Supervised HSI Classification. IEEE Trans. Image Process. 33: 257-272 (2024) - [j446]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: 738-752 (2024) - [j445]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: 2599-2613 (2024) - [j444]Shi Chen, Lefei Zhang, Liangpei Zhang:
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 33: 5878-5891 (2024) - [j443]Yonghao Xu, Bo Du, Liangpei Zhang:
Robust Self-Ensembling Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3780-3793 (2024) - [j442]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): 7752-7766 (2024) - [j441]Dehui Zhu, Bo Du, Liangpei Zhang:
Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection. IEEE Trans. Neural Networks Learn. Syst. 35(7): 10134-10144 (2024) - [j440]Di Wang, Bo Du, Liangpei Zhang:
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12924-12937 (2024) - [j439]Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao:
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13631-13645 (2024) - [j438]Jiaqi Yang, Bo Du, Liangpei Zhang:
Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14467-14481 (2024) - [j437]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) - [c230]He Huang, Jiepan Li, Wei He, Hongyan Zhang, Liangpei Zhang:
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. IGARSS 2024: 767-771 - [c229]Jiepan Li, He Huang, Wei He, Hongyan Zhang, Liangpei Zhang:
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. IGARSS 2024: 780-784 - [c228]Xiaolei Qin, Xin Su, Liangpei Zhang:
Knowledge-Guided Satellite Image Time Series Classification Network for Crop Mapping. IGARSS 2024: 4150-4153 - [c227]Lei Lei, Yang Pan, Xinyu Wang, Yanfei Zhong, Liangpei Zhang:
A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge Distill. IGARSS 2024: 5044-5047 - [c226]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li:
Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. IGARSS 2024: 11474-11478 - [i89]Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang:
Deep Blind Super-Resolution for Satellite Video. CoRR abs/2401.07139 (2024) - [i88]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 abs/2401.09083 (2024) - [i87]Zhuo Zheng, Yanfei Zhong, Liangpei Zhang, Stefano Ermon:
Segment Any Change. CoRR abs/2402.01188 (2024) - [i86]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 abs/2403.13430 (2024) - [i85]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 abs/2406.11519 (2024) - [i84]Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. CoRR abs/2406.15694 (2024) - [i83]Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong:
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model. CoRR abs/2406.17998 (2024) - [i82]Xiaolei Qin, Xin Su, Liangpei Zhang:
SITSMamba for Crop Classification based on Satellite Image Time Series. CoRR abs/2409.09673 (2024) - 2023
- [j436]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: 103265 (2023) - [j435]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: 103506 (2023) - [j434]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): 3321-3347 (2023) - [j433]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: 297-311 (2023) - [j432]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: 101812 (2023) - [j431]Chuan Fu, Bo Du, Liangpei Zhang:
SAR Image Compression Based on Multi-Resblock and Global Context. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j430]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: 205-218 (2023) - [j429]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): 9774-9788 (2023) - [j428]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): 13715-13729 (2023) - [j427]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): 14727-14744 (2023) - [j426]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): 2658-2671 (2023) - [j425]Shi Chen, Lefei Zhang, Liangpei Zhang:
MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j424]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: 1-12 (2023) - [j423]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: 1-15 (2023) - [j422]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: 1-16 (2023) - [j421]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: 1-16 (2023) - [j420]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: 1-15 (2023) - [j419]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: 1-14 (2023) - [j418]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: 1-23 (2023) - [j417]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: 1-12 (2023) - [j416]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: 1-15 (2023) - [j415]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: 1-15 (2023) - [j414]Jue Wang, Yanfei Zhong, Liangpei Zhang:
Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j413]Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang:
Deep Blind Super-Resolution for Satellite Video. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j412]Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang:
Adversarial Divergence Training for Universal Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j411]Meiqi Hu, Chen Wu, Bo Du, Liangpei Zhang:
Binary Change Guided Hyperspectral Multiclass Change Detection. IEEE Trans. Image Process. 32: 791-806 (2023) - [j410]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: 2360-2373 (2023) - [j409]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: 2536-2551 (2023) - [j408]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: 6538-6550 (2023) - [j407]Yonghao Xu, Fengxiang He, Bo Du, Dacheng Tao, Liangpei Zhang:
Self-Ensembling GAN for Cross-Domain Semantic Segmentation. IEEE Trans. Multim. 25: 7837-7850 (2023) - [j406]Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang:
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 34(1): 28-42 (2023) - [c225]Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV 2023: 12052-12062 - [c224]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: 21761-21770 - [c223]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 - [i81]Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR abs/2303.06682 (2023) - [i80]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 abs/2303.12342 (2023) - [i79]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 abs/2304.04421 (2023) - [i78]Meiqi Hu, Chen Wu, Liangpei Zhang:
GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection. CoRR abs/2304.08687 (2023) - [i77]Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao:
DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification. CoRR abs/2304.09915 (2023) - [i76]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 abs/2304.11324 (2023) - [i75]Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao:
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. CoRR abs/2304.11701 (2023) - [i74]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 abs/2305.01899 (2023) - [i73]Di Wang, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. CoRR abs/2305.02034 (2023) - [i72]Haonan Guo, Bo Du, Chen Wu, Chengxi Han, Liangpei Zhang:
DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space. CoRR abs/2307.12208 (2023) - [i71]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 abs/2307.12220 (2023) - [i70]Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang:
Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction. CoRR abs/2307.12256 (2023) - [i69]Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang:
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. CoRR abs/2307.12309 (2023) - [i68]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 abs/2308.14570 (2023) - [i67]Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. CoRR abs/2309.17031 (2023) - [i66]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 abs/2310.07511 (2023) - [i65]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 abs/2310.19288 (2023) - [i64]Jiaqi Yang, Bo Du, Liangpei Zhang:
Learning transformer-based heterogeneously salient graph representation for multimodal fusion classification of hyperspectral image and LiDAR data. CoRR abs/2311.10320 (2023) - [i63]Shi Chen, Lefei Zhang, Liangpei Zhang:
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. CoRR abs/2311.17340 (2023) - 2022
- [j405]Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang:
Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. Int. J. Appl. Earth Obs. Geoinformation 106: 102667 (2022) - [j404]Yi Xiao, Qiangqiang Yuan, Jiang He, Qiang Zhang, Jing Sun, Xin Su, Jialian Wu, Liangpei Zhang:
Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer. Int. J. Appl. Earth Obs. Geoinformation 108: 102731 (2022) - [j403]Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang:
PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images. Inf. Fusion 80: 205-2