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ORCIDLiangpei Zhang 0001
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- affiliation (PhD 1998): Wuhan University, LIEMARS, China
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2020 – today
- 2023
[j414]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)- [j413]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) - [j412]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) - [j411]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) - [j410]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) - [j409]Meiqi Hu, Chen Wu, Bo Du, Liangpei Zhang:
Binary Change Guided Hyperspectral Multiclass Change Detection. IEEE Trans. Image Process. 32: 791-806 (2023) - [j408]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) - [j407]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) - [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) - [i71]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) - [i70]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) - [i69]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) - [i68]Meiqi Hu, Chen Wu, Liangpei Zhang:
GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection. CoRR abs/2304.08687 (2023) - [i67]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) - [i66]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) - [i65]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) - [i64]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) - [i63]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) - 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: 205-225 (2022) - [j402]Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang:
Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j401]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang:
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2089-2107 (2022) - [j400]Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7778-7796 (2022) - [j399]Yedan Yu, Jie Li, Qiangqiang Yuan, Qian Shi, Huanfeng Shen, Liangpei Zhang:
Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1221-1234 (2022) - [j398]Yichu Xu, Lefei Zhang, Bo Du, Liangpei Zhang:
Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3351-3364 (2022) - [j397]Yanni Dong, Wenzhong Shi, Bo Du, Xiangyun Hu, Liangpei Zhang:
Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection. IEEE Trans. Cybern. 52(10): 11093-11106 (2022) - [j396]Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
Multiobjective Sine Cosine Algorithm for Remote Sensing Image Spatial-Spectral Clustering. IEEE Trans. Cybern. 52(10): 11172-11186 (2022) - [j395]Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li:
A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. IEEE Trans. Cybern. 52(11): 11709-11723 (2022) - [j394]Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang:
Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. IEEE Trans. Cybern. 52(11): 12084-12098 (2022) - [j393]Chao Chen, Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong:
A Decomposition-Based Multiobjective Clonal Selection Algorithm for Hyperspectral Image Feature Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j392]Hongyu Chen, Hongyan Zhang, Guangyi Yang, Shengyang Li, Liangpei Zhang:
A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j391]Song Cui, Ailong Ma, Liangpei Zhang, Miaozhong Xu, Yanfei Zhong:
MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j390]Ruyi Feng, Hao Li, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng:
Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j389]Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang:
A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j388]Meiqi Hu, Chen Wu, Liangpei Zhang:
HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j387]Xin Hu, Yanfei Zhong, Xinyu Wang, Chang Luo, Ji Zhao, Lei Lei, Liangpei Zhang:
SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j386]Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j385]Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang:
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j384]Zhenqi Liu, Yanfei Zhong, Xinyu Wang, Meng Shu, Liangpei Zhang:
Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³) Benchmark Dataset. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j383]Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Dingyuan Chen, Yu Su, Ailong Ma, Liangpei Zhang:
Cascaded Multi-Task Road Extraction Network for Road Surface, Centerline, and Edge Extraction. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j382]Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Fang Du, Liangpei Zhang:
SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j381]Ailong Ma, Ning Yu, Zhuo Zheng, Yanfei Zhong, Liangpei Zhang:
A Supervised Progressive Growing Generative Adversarial Network for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j380]Huanfeng Shen, Zhonghang Qiu, Linwei Yue, Liangpei Zhang:
Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j379]Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang:
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j378]Sunan Shi, Yanfei Zhong, Ji Zhao, Pengyuan Lv, Yinhe Liu, Liangpei Zhang:
Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j377]Yiyao Song, Hongyan Zhang, He Huang, Liangpei Zhang:
Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j376]Mi Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang:
A Joint Spectral Unmixing and Subpixel Mapping Framework Based on Multiobjective Optimization. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j375]Shiqi Tian, Yanfei Zhong, Ailong Ma, Liangpei Zhang:
Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j374]Di Wang, Bo Du, Liangpei Zhang:
Fully Contextual Network for Hyperspectral Scene Parsing. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j373]Xinyu Wang, Zhaozhi Luo, Wenqing Li, Xin Hu, Liangpei Zhang, Yanfei Zhong:
A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j372]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: 1-19 (2022) - [j371]Shaoyu Wang, Xinyu Wang, Liangpei Zhang, Yanfei Zhong:
Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j370]Shaoyu Wang, Xinyu Wang, Liangpei Zhang, Yanfei Zhong:
Deep Low-Rank Prior for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j369]Jialian Wu, Xin Su, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-26 (2022) - [j368]Jiajun Xiao, Jie Li, Qiangqiang Yuan, Liangpei Zhang:
A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j367]Yi Xiao, Xin Su, Qiangqiang Yuan, Denghong Liu, Huanfeng Shen, Liangpei Zhang:
Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j366]Huilin Xu, Wei He, Liangpei Zhang, Hongyan Zhang:
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j365]Cong Yang, Yanni Dong, Bo Du, Liangpei Zhang:
Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j364]Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang:
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j363]Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang:
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j362]Hongyan Zhang, Jingyi Cai, Wei He, Huanfeng Shen, Liangpei Zhang:
Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j361]Hongyan Zhang, Jiaqi Zou, Liangpei Zhang:
EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j360]Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang:
A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M3). IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j359]Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang:
Spatial-Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j358]Sihan Zhu, Bo Du, Liangpei Zhang, Xue Li:
Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j357]Qiqi Zhu, Yanan Zhang, Ziqi Li, Xiaorui Yan, Qingfeng Guan, Yanfei Zhong, Liangpei Zhang, Deren Li:
Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j356]Yanni Dong, Quanwei Liu, Bo Du, Liangpei Zhang:
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification. IEEE Trans. Image Process. 31: 1559-1572 (2022) - [j355]Qiang Zhang, Qiangqiang Yuan, Meiping Song, Haoyang Yu, Liangpei Zhang:
Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising. IEEE Trans. Image Process. 31: 6356-6368 (2022) - [j354]Xiaoyan Lu, Yanfei Zhong, Liangpei Zhang:
Open-Source Data-Driven Cross-Domain Road Detection From Very High Resolution Remote Sensing Imagery. IEEE Trans. Image Process. 31: 6847-6862 (2022) - [j353]Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang, Liangpei Zhang:
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1269-1283 (2022) - [j352]Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4213-4227 (2022) - [c222]Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi:
NTIRE 2022 Spectral Recovery Challenge and Data Set. CVPR Workshops 2022: 862-880 - [c221]Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang:
Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation. CVPR 2022: 13055-13064 - [c220]Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang:
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. ECCV (19) 2022: 19-37 - [c219]Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng:
Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. IGARSS 2022: 1608-1611 - [c218]Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Liangpei Zhang:
Mae-Net: A Micro Network Architecture Evolutionary Search Method for Remote Sensing Image Scene Classification. IGARSS 2022: 2223-2226 - [c217]Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Liangpei Zhang:
Review of Vision Transformer Models for Remote Sensing Image Scene Classification. IGARSS 2022: 2231-2234 - [c216]Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng:
Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. IGARSS 2022: 2402-2405 - [c215]Bo Li, Pengyuan Lv, Yanfei Zhong, Liangpei Zhang:
High Resolution Remote Sensing Image Semantic Segmentation Based on Ultra-Lightweight Fully Convolution Neural Network. IGARSS 2022: 3175-3178 - [i62]Yang Long, Gui-Song Xia, Liangpei Zhang, Gong Cheng, Deren Li:
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling. CoRR abs/2201.01953 (2022) - [i61]Chen Wu, Bo Du, Liangpei Zhang:
Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. CoRR abs/2201.06030 (2022) - [i60]Meiqi Hu, Chen Wu, Liangpei Zhang:
HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection. CoRR abs/2207.09634 (2022) - [i59]Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model. CoRR abs/2208.03987 (2022) - [i58]Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr:
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. CoRR abs/2210.12971 (2022) - 2021
- [j351]Chen Wu, Yinong Guo, Haonan Guo, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang:
An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. Int. J. Appl. Earth Obs. Geoinformation 103: 102503 (2021) - [j350]Chengkang Zhang, Hongyan Zhang, Liangpei Zhang:
Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area. Comput. Electron. Agric. 181: 105978 (2021) - [j349]Hongyan Zhang, Hongyu Du, Chengkang Zhang, Liangpei Zhang:
An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. Comput. Electron. Agric. 182: 105962 (2021) - [j348]Hongyan Zhang, Qi Huang, Han Zhai, Liangpei Zhang:
Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery. Comput. Electron. Agric. 188: 106342 (2021) - [j347]Yanfei Zhong, Xinyu Wang, Shaoyu Wang, Liangpei Zhang:
Advances in spaceborne hyperspectral remote sensing in China. Geo spatial Inf. Sci. 24(1): 95-120 (2021) - [j346]Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr:
Learning Regional Attraction for Line Segment Detection. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 1998-2013 (2021) - [j345]Yao Shen, Huanfeng Shen, Qing Cheng, Liangpei Zhang:
Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2136-2147 (2021) - [j344]Meiqi Hu, Chen Wu, Liangpei Zhang, Bo Du:
Hyperspectral Anomaly Change Detection Based on Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3750-3762 (2021) - [j343]Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li:
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4205-4230 (2021) - [j342]Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan:
Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5180-5193 (2021) - [j341]Jiajun Xiao, Jie Li, Qiangqiang Yuan, Menghui Jiang, Liangpei Zhang:
Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6827-6841 (2021) - [j340]Haonan Guo, Xin Su, Shengkun Tang, Bo Du, Liangpei Zhang:
Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10091-10100 (2021) - [j339]Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang:
Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 59(1): 629-647 (2021) - [j338]Dehui Zhu, Bo Du, Liangpei Zhang:
Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 59(2): 1487-1500 (2021) - [j337]Yonghao Xu, Bo Du, Liangpei Zhang:
Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses. IEEE Trans. Geosci. Remote. Sens. 59(2): 1604-1617 (2021) - [j336]Xinyu Wang, Yanfei Zhong, Chunyang Cui, Liangpei Zhang, Yanyan Xu:
Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 59(3): 2336-2351 (2021) - [j335]Lyuyang Tong, Bo Du, Rong Liu, Liangpei Zhang, Kay Chen Tan:
Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations. IEEE Trans. Geosci. Remote. Sens. 59(3): 2352-2364 (2021) - [j334]Di Wang, Bo Du, Liangpei Zhang, Yonghao Xu:
Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification.