Liangpei Zhang 0001 - researchr alias

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Viewing Publication 1 - 89 from 89

2025

Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and OpportunitiesTao Chen 0004, Liang Lv, Di Wang 0023, Jing Zhang 0037, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang 0001, Bo Du 0001, Liangpei Zhang 0001, Dacheng Tao. ACM Comput. Surv., 57(2), February 2025. [doi]

Cyclic Cross-Modality Interaction for Hyperspectral and Multispectral Image FusionShi Chen, Lefei Zhang, Liangpei Zhang 0001. tcsv, 35(1):741-753, January 2025. [doi]

Hyperspectral Video Tracking With Spectral-Spatial Fusion and Memory EnhancementYuzeng Chen, Qiangqiang Yuan, Hong Xie 0002, Yuqi Tang, Yi Xiao 0003, Jiang He, Renxiang Guan, Xinwang Liu 0002, Liangpei Zhang 0001. TIP, 34:3547-3562, 2025. [doi]

SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditionsYuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao 0003, Jiang He, Te Han, Zhenqi Liu, Liangpei Zhang 0001. inffus, 114:102658, 2025. [doi]

Bidirectional-Aware Network Combining Transformer and Mamba for Hyperspectral Image DenoisingCheng Chen, Jie Li 0022, Xinxin Liu 0002, Qiangqiang Yuan, Liangpei Zhang 0001. tgrs, 63:1-16, 2025. [doi]

ACR-Net: Adaptive Correlation Refined Hyperspectral UnmixingMeiqi Hu, Chen Wu 0003, Rong Liu, Liangpei Zhang 0001. tgrs, 63:1-15, 2025. [doi]

Ada4DIR: An adaptive model-driven all-in-one image restoration network for remote sensing imagesZiyang Lihe, Qiangqiang Yuan, Jiang He, Xianyu Jin, Yi Xiao 0003, Yuzeng Chen, Huanfeng Shen, Liangpei Zhang 0001. inffus, 118:102930, 2025. [doi]

Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep LearningJing Sun, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang 0001. tgrs, 63:1-19, 2025. [doi]

Dual selective fusion transformer network for hyperspectral image classificationYichu Xu, Di Wang 0023, Lefei Zhang, Liangpei Zhang 0001. NN, 187:107311, 2025. [doi]

Diffpurifier: An Optical and SAR Image Change Detection Method Based on Diffusion PurificationYiquan Xu, Xin Su 0003, Liangpei Zhang 0001. tgrs, 63:1-22, 2025. [doi]

Changen2: Multi-Temporal Remote Sensing Generative Change Foundation ModelZhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang 0001, Yanfei Zhong. pami, 47(2):725-741, February 2025. [doi]

2024

Remote sensing image super-resolution via cross-scale hierarchical transformerYi Xiao 0003, Qiangqiang Yuan, Jiang He, Liangpei Zhang 0001. gsis, 27(6):1914-1930, November 2024. [doi]

Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full ModelJiaqi Yang 0005, Bo Du 0001, Liangpei Zhang 0001. tnn, 35(10):14467-14481, October 2024. [doi]

ITER: Image-to-Pixel Representation for Weakly Supervised HSI ClassificationJiaqi Yang 0005, Bo Du 0001, Di Wang, Liangpei Zhang 0001. TIP, 33:257-272, 2024. [doi]

Contrastive Scene Change Representation Learning for High-Resolution Remote Sensing Scene Change DetectionJue Wang 0011, Yanfei Zhong, Liangpei Zhang 0001. tgrs, 62:1-18, 2024. [doi]

Semantic Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing ImageryJue Wang 0011, Yanfei Zhong, Liangpei Zhang 0001. tgrs, 62:1-20, 2024. [doi]

HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture SearchDi Wang 0023, Bo Du 0001, Liangpei Zhang 0001, Dacheng Tao. tnn, 35(10):13631-13645, October 2024. [doi]

Spectral-Spatial Global Graph Reasoning for Hyperspectral Image ClassificationDi Wang 0023, Bo Du 0001, Liangpei Zhang 0001. tnn, 35(9):12924-12937, September 2024. [doi]

MTP: Advancing Remote Sensing Foundation Model via Multitask PretrainingDi Wang 0023, Jing Zhang 0037, Minqiang Xu, Lin Liu, Dong-Sheng Wang 0006, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du 0001, Dacheng Tao, Liangpei Zhang 0001. staeors, 17:11632-11654, 2024. [doi]

Explicable Fine-Grained Aircraft Recognition Via Deep Part Parsing Prior Framework for High-Resolution Remote Sensing ImageryDingyuan Chen, Yanfei Zhong, Ailong Ma, Zhuo Zheng, Liangpei Zhang 0001. tcyb, 54(7):3968-3979, July 2024. [doi]

Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-ResolutionShi Chen, Lefei Zhang, Liangpei Zhang 0001. TIP, 33:5878-5891, 2024. [doi]

REPS: Rotation equivariant Siamese network enhanced by probability segmentation for satellite video trackingYuzeng Chen, Yuqi Tang, Qiangqiang Yuan, Liangpei Zhang 0001. aeog, 128:103741, 2024. [doi]

SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object TrackingYuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Liangpei Zhang 0001. tgrs, 62:1-16, 2024. [doi]

Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR ImagesZhengshun Du, Xinghua Li 0002, Jianhao Miao, Yanyuan Huang, Huanfeng Shen, Liangpei Zhang 0001. staeors, 17:719-731, 2024. [doi]

Do We Need Learnable Classifiers? A Hyperspectral Image Classification Algorithm Based on Attention-Enhanced ResBlock-in-ResBlock and ETF ClassifierChuan Fu, Bo Du 0001, Liangpei Zhang 0001. tgrs, 62:1-13, 2024. [doi]

ReSC-net: Hyperspectral Image Classification Based on Attention-Enhanced Residual Module and Spatial-Channel AttentionChuan Fu, Bo Du 0001, Liangpei Zhang 0001. tgrs, 62:1-15, 2024. [doi]

Hybrid-context-based multi-prior entropy modeling for learned lossless image compressionChuan Fu, Bo Du 0001, Liangpei Zhang 0001. PR, 155:110632, 2024. [doi]

SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing ImagesHaonan Guo, Xin Su, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. TIP, 33:2599-2613, 2024. [doi]

Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale InteractionHaonan Guo, Xin Su, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. tgrs, 62:1-16, 2024. [doi]

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual ModelsHaonan Guo, Xin Su, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001, Deren Li. igarss 2024: 11474-11478 [doi]

Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR DataHe Huang, Jiepan Li, Wei He 0003, Hongyan Zhang 0001, Liangpei Zhang 0001. igarss 2024: 767-771 [doi]

STFDiff: Remote sensing image spatiotemporal fusion with diffusion modelsHe Huang, Wei He 0003, Hongyan Zhang 0001, Yu Xia, Liangpei Zhang 0001. inffus, 111:102505, 2024. [doi]

A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge DistillLei Lei, Yang Pan, Xinyu Wang 0003, Yanfei Zhong, Liangpei Zhang 0001. igarss 2024: 5044-5047 [doi]

PhenoCropNet: A Phenology-Aware-Based SAR Crop Mapping Network for Cloudy and Rainy AreasLei Lei, Xinyu Wang 0003, Xin Hu, Liangpei Zhang 0001, Yanfei Zhong. tgrs, 62:1-13, 2024. [doi]

UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing ImagesJiepan Li, Wei He 0003, Weinan Cao, Liangpei Zhang 0001, Hongyan Zhang 0001. tgrs, 62:1-13, 2024. [doi]

Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical DataJiepan Li, He Huang, Wei He 0003, Hongyan Zhang 0001, Liangpei Zhang 0001. igarss 2024: 780-784 [doi]

Global Overcomplete Dictionary-Based Sparse and Nonnegative Collaborative Representation for Hyperspectral Target DetectionChenxing Li, Dehui Zhu, Chen Wu, Bo Du 0001, Liangpei Zhang 0001. tgrs, 62:1-14, 2024. [doi]

PhDnet: A novel physic-aware dehazing network for remote sensing imagesZiyang Lihe, Jiang He, Qiangqiang Yuan, Xianyu Jin, Yi Xiao, Liangpei Zhang 0001. inffus, 106:102277, 2024. [doi]

A Deep Temporal-Spectral-Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object TrackingZhenqi Liu, Yanfei Zhong, Guorui Ma, Xinyu Wang 0003, Liangpei Zhang 0001. tgrs, 62:1-16, 2024. [doi]

Knowledge-Guided Satellite Image Time Series Classification Network for Crop MappingXiaolei Qin, Xin Su, Liangpei Zhang 0001. igarss 2024: 4150-4153 [doi]

Cross-temporal high spatial resolution urban scene classification and change detection based on a class-weighted deep adaptation networkSunan Shi, Yanfei Zhong, Yinhe Liu, Liangpei Zhang 0001, Deren Li. urbaninformatics, 3(1), 2024. [doi]

Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing ImageryMi Song, Yanfei Zhong, Ailong Ma, Da He, Liangpei Zhang 0001. tgrs, 62:1-17, 2024. [doi]

Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEELingyu Sun, Yuxin Lou, Qian Shi 0001, Liangpei Zhang 0001. aeog, 128:103762, 2024. [doi]

E2SCNet: Efficient Multiobjective Evolutionary Automatic Search for Remote Sensing Image Scene Classification Network ArchitectureYuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang 0001. tnn, 35(6):7752-7766, June 2024. [doi]

MAT-Net: Multiscale Aggregation Transformer Network for Hyperspectral UnmixingPengrui Wang, Rong Liu, Liangpei Zhang 0001. tgrs, 62:1-15, 2024. [doi]

Local-Global Temporal Difference Learning for Satellite Video Super-ResolutionYi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang 0001, Chia-Wen Lin. tcsv, 34(4):2789-2802, April 2024. [doi]

EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-ResolutionYi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang 0001. tgrs, 62:1-14, 2024. [doi]

TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-ResolutionYi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Chia-Wen Lin, Liangpei Zhang 0001. TIP, 33:738-752, 2024. [doi]

Efficient Rural Building Segmentation via a Multilevel Decoding NetworkBowen Xu, Liang Dong, Gui-Song Xia, Liangpei Zhang 0001. staeors, 17:2489-2500, 2024. [doi]

Robust Self-Ensembling Network for Hyperspectral Image ClassificationYonghao Xu, Bo Du 0001, Liangpei Zhang 0001. tnn, 35(3):3780-3793, March 2024. [doi]

Occlusion-Aware Road Extraction Network for High-Resolution Remote Sensing ImageryRuoyu Yang, Yanfei Zhong, Yinhe Liu, Xiaoyan Lu, Liangpei Zhang 0001. tgrs, 62:1-16, 2024. [doi]

Segment Any ChangeZhuo Zheng, Yanfei Zhong, Liangpei Zhang 0001, Stefano Ermon. nips 2024: [doi]

Single-Temporal Supervised Learning for Universal Remote Sensing Change DetectionZhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang 0001. ijcv, 132(12):5582-5602, December 2024. [doi]

Cross-Station Continual Aurora Image ClassificationYanfei Zhong, Jingjun Yi, Richen Ye, Liangpei Zhang 0001. tgrs, 62:1-12, 2024. [doi]

Robust Remote Sensing Image Cross-Scene Classification Under Noisy EnvironmentSihan Zhu, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. tgrs, 62:1-11, 2024. [doi]

Adversarial pair-wise distribution matching for remote sensing image cross-scene classificationSihan Zhu, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. NN, 174:106241, 2024. [doi]

Learning Single Spectral Abundance for Hyperspectral Subpixel Target DetectionDehui Zhu, Bo Du 0001, Liangpei Zhang 0001. tnn, 35(7):10134-10144, July 2024. [doi]

2023

Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised LearningNan Xue 0001, Tianfu Wu 0001, Song Bai, Fu-Dong Wang 0001, Gui-Song Xia, Liangpei Zhang 0001, Philip H. S. Torr. pami, 45(12):14727-14744, December 2023. [doi]

Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change DetectionChen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. pami, 45(8):9774-9788, August 2023. [doi]

Can Spectral Information Work While Extracting Spatial Distribution? - An Online Spectral Information Compensation Network for HSI ClassificationJiaqi Yang 0005, Bo Du 0001, Yonghao Xu, Liangpei Zhang 0001. TIP, 32:2360-2373, 2023. [doi]

Amplitude-Optimized UZH for Polarimetric Channel Imbalance Calibration in PolSAR DataLei Shi 0005, Le Yang, Weidong Sun, Jie Yang, Pingxiang Li, Liangpei Zhang 0001. tgrs, 61:1-23, 2023. [doi]

Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing ImageryJue Wang 0011, Yanfei Zhong, Liangpei Zhang 0001. tgrs, 61:1-16, 2023. [doi]

SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything ModelDi Wang 0023, Jing Zhang, Bo Du 0001, Minqiang Xu, Lin Liu, Dacheng Tao, Liangpei Zhang 0001. nips 2023: [doi]

MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-ResolutionShi Chen, Lefei Zhang, Liangpei Zhang 0001. tgrs, 61:1-14, 2023. [doi]

Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous UnmixingChunyang Cui, Yanfei Zhong, Xinyu Wang 0003, Liangpei Zhang 0001. tgrs, 61:1-15, 2023. [doi]

Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral UnmixingChunyang Cui, Xinyu Wang 0003, Shaoyu Wang, Liangpei Zhang 0001, Yanfei Zhong. tgrs, 61:1-12, 2023. [doi]

SAR Image Compression Based on Multi-Resblock and Global ContextChuan Fu, Bo Du 0001, Liangpei Zhang 0001. lgrs, 20:1-5, 2023. [doi]

Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing ImagesHaonan Guo, Xin Su, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. tgrs, 61:1-16, 2023. [doi]

Spectral super-resolution meets deep learning: Achievements and challengesJiang He, Qiangqiang Yuan, Jie Li 0022, Yi Xiao, Denghong Liu, Huanfeng Shen, Liangpei Zhang 0001. inffus, 97:101812, September 2023. [doi]

Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image ClassificationLei Hu, Wei He 0003, Liangpei Zhang 0001, Hongyan Zhang 0001. tgrs, 61:1-16, 2023. [doi]

Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture RetrievalZhenghao Li, Qiangqiang Yuan, Liangpei Zhang 0001. tgrs, 61:1-15, 2023. [doi]

Cross-resolution national-scale land-cover mapping based on noisy label learning: A case study of ChinaYinhe Liu, Yanfei Zhong, Ailong Ma, Ji Zhao 0006, Liangpei Zhang 0001. aeog, 118:103265, April 2023. [doi]

An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing ImagesShuang Luo, Huifang Li 0001, YiQiu Li, Chenglin Shao, Huanfeng Shen, Liangpei Zhang 0001. tgrs, 61:1-14, 2023. [doi]

DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image RestorationYuchun Miao, Lefei Zhang, Liangpei Zhang 0001, Dacheng Tao. iccv 2023: 12052-12062 [doi]

SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial-Spectral Knowledge DistillationChen Sun, Xinyu Wang 0003, Zhenqi Liu, Yuting Wan, Liangpei Zhang 0001, Yanfei Zhong. tgrs, 61:1-12, 2023. [doi]

An Accurate UAV 3-D Path Planning Method for Disaster Emergency Response Based on an Improved Multiobjective Swarm Intelligence AlgorithmYuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang 0001. tcyb, 53(4):2658-2671, April 2023. [doi]

Adaptive Multistrategy Particle Swarm Optimization for Hyperspectral Remote Sensing Image Band SelectionYuting Wan, Chao Chen, Ailong Ma, Liangpei Zhang 0001, Xunqiang Gong, Yanfei Zhong. tgrs, 61:1-15, 2023. [doi]

DCN-T: Dual Context Network With Transformer for Hyperspectral Image ClassificationDi Wang, Jing Zhang 0037, Bo Du 0001, Liangpei Zhang 0001, Dacheng Tao. TIP, 32:2536-2551, 2023. [doi]

Advancing Plain Vision Transformer Toward Remote Sensing Foundation ModelDi Wang, Qiming Zhang 0001, Yufei Xu, Jing Zhang 0037, Bo Du 0001, Dacheng Tao, Liangpei Zhang 0001. tgrs, 61:1-15, 2023. [doi]

Deep Blind Super-Resolution for Satellite VideoYi Xiao, Qiangqiang Yuan, Qiang Zhang 0011, Liangpei Zhang 0001. tgrs, 61:1-16, 2023. [doi]

From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolutionYi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Yuan Wang, Liangpei Zhang 0001. inffus, 96:297-311, August 2023. [doi]

Self-Ensembling GAN for Cross-Domain Semantic SegmentationYonghao Xu, Fengxiang He, Bo Du 0001, Dacheng Tao, Liangpei Zhang 0001. tmm, 25:7837-7850, 2023. [doi]

Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detectionQiang Zhang, Jian Zhu, Yan Huang, Qiangqiang Yuan, Liangpei Zhang 0001. aeog, 124:103506, November 2023. [doi]

Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change ProcessZhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang 0001, Yanfei Zhong. iccv 2023: 21761-21770 [doi]

FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing ImageryZhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma, Liangpei Zhang 0001. pami, 45(11):13715-13729, November 2023. [doi]

Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral ImageryDehui Zhu, Bo Du 0001, Yanni Dong, Liangpei Zhang 0001. tmm, 25:6538-6550, 2023. [doi]

Adversarial Divergence Training for Universal Cross-Scene ClassificationSihan Zhu, Chen Wu 0003, Bo Du 0001, Liangpei Zhang 0001. tgrs, 61:1-12, 2023. [doi]

Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detectionDehui Zhu, Bo Du 0001, Meiqi Hu, Yanni Dong, Liangpei Zhang 0001. NN, 163:205-218, 2023. [doi]

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