Li Ma

32 papers C 2Journal 28Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Exploring sample relationship for few-shot classification.
Pattern Recognit.
Xingye Chen, Wenxiao Wu, Li Ma, Xinge You, Changxin Gao, Nong Sang, Yuanjie Shao
2025 J jnl
Knowledge Graph-Guided Deep Network for Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Ruijie Tang, Li Ma, Yansheng Li, Qian Du
2025 J jnl
Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Reconstruction Discrepancy and Feature Alignment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Li Ma, Yichen Yang, Guichen Wang, Zhaokui Li, Weiwei Sun, Qian Du
2025 J jnl
Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Weighted Generative Adversarial Networks and Dynamic Thresholding.
IEEE Trans. Geosci. Remote. Sens.
Ke Bi, Zhaokui Li, Yushi Chen, Qian Du, Li Ma, Yan Wang, Zhuoqun Fang, Mingtai Qi
2024 J jnl
DPP: Scale-Generalization Transformer Based on Dynamic Projection for Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Qian Wan, Li Ma
2024 J jnl
Multilevel Unsupervised Domain Adaptation for Single-Stage Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sihao Luo, Li Ma, Xiaoquan Yang, Qian Du
2024 J jnl
Self-Training-Based Unsupervised Domain Adaptation for Object Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Sihao Luo, Li Ma, Xiaoquan Yang, Dapeng Luo, Qian Du
2023 J jnl
Semantic Segmentation Network for Classification of Hyperspectral Images With Small Size Samples.
IEEE Geosci. Remote. Sens. Lett.
Li Ma, Shuyue Li, Zhiyong Zhou, Yafeng Yao, Qian Du
2023 J jnl
Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Qiang Xu, Li Ma, Zhuoqun Fang, Yan Wang, Wenqiang He, Qian Du
2022 J jnl
Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhuoqun Fang, Yuexin Yang, Zhaokui Li, Wei Li, Yushi Chen, Li Ma, Qian Du
2022 J jnl
Oriented Object Detection by Searching Corner Points in Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Xueqing Chen, Li Ma, Qian Du
2021 J jnl
Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zixu Liu, Li Ma, Qian Du
2021 J jnl
Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongkang Wei, Li Ma, Yong Liu, Qian Du
2021 J jnl
Joint Correlation Alignment-Based Graph Neural Network for Domain Adaptation of Multitemporal Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenjin Wang, Li Ma, Min Chen, Qian Du
2020 J jnl
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz, Bo Tang, Li Ma, Nicolas H. Younan
2020 J jnl
Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Min Chen, Li Ma, Wenjin Wang, Qian Du
2019 J jnl
Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Li Ma, Melba M. Crawford, Lei Zhu, Yong Liu
2019 J jnl
Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Jiangtao Peng, Weiwei Sun, Li Ma, Qian Du
2019 J jnl
Extreme Learning Machine-Based Heterogeneous Domain Adaptation for Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Li Zhou, Li Ma
2019 J jnl
Unsupervised Manifold Alignment for Cross-Domain Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Li Ma, Chuang Luo, Jiangtao Peng, Qian Du
2018 J jnl
Manifold Regularized Distribution Adaptation for Classification of Remote Sensing Images.
IEEE Access
Chuang Luo, Li Ma
2018 J jnl
Spatial and class structure regularized sparse representation graph for semi-supervised hyperspectral image classification.
Pattern Recognit.
Yuanjie Shao, Nong Sang, Changxin Gao, Li Ma
2017 J jnl
Probabilistic class structure regularized sparse representation graph for semi-supervised hyperspectral image classification.
Pattern Recognit.
Yuanjie Shao, Nong Sang, Changxin Gao, Li Ma
2016 J jnl
Class centroid alignment based domain adaptation for classification of remote sensing images.
Pattern Recognit. Lett.
Lei Zhu, Li Ma
2016 J jnl
Graph-based semi-supervised learning for spectral-spatial hyperspectral image classification.
Pattern Recognit. Lett.
Li Ma, Andong Ma, Cai Ju, Xingmei Li
2016 J jnl
Spatial Regularized Local Manifold Learning for Classification of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Li Ma, Xiaofeng Zhang, Xin Yu, Dapeng Luo
2015 J jnl
Local-Manifold-Learning-Based Graph Construction for Semisupervised Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Li Ma, Melba M. Crawford, Xiaoquan Yang, Yan Guo
2015 — conf
Selecting Training Samples from Large-Scale Remote-Sensing Samples Using an Active Learning Algorithm.
ISICA
Yan Guo, Li Ma, Fei Zhu, Fujiang Liu
2014 — conf
Multi-feature based label propagation for semi-supervised classification of hyperspectral data.
WHISPERS
Andong Ma, Li Ma
2013 C conf
Laplacian support vector machine for hyperspectral image classification by using manifold learning algorithms.
IGARSS
Xiaopan Wang, Li Ma, Fujiang Liu
2010 C conf
Anomaly detection for hyperspectral images using local tangent space alignment.
IGARSS
Li Ma, Melba M. Crawford, Jinwen Tian
2010 J jnl
Local Manifold Learning-Based k -Nearest-Neighbor for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Li Ma, Melba M. Crawford, Jinwen Tian