Xianju Li

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 35

Top Topics

Convolutional Network

Subspace Clustering

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Zhenglai Li, Chang Tang, Xinwang Liu, Changdong Li, Xianju Li, Wei Zhang
MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection With Patch-Level Annotations. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Renxiang Guan, Zihao Li, Xianju Li, Chang Tang
Pixel-Superpixel Contrastive Learning and Pseudo-Label Correction for Hyperspectral Image Clustering. ICASSP (2024)
Wei Feng, Minhui Wang, Chang Tang, Weiying Xie, Xianju Li, Xiao Zheng, Jiangfeng Xu
Hyperspectral band selection via region-wise latent feature fusion and graph filter embedded subspace clustering. Eng. Appl. Artif. Intell. 132 (2024)
Renxiang Guan, Zihao Li, Chujia Song, Guo Yu, Xianju Li, Ruyi Feng
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images. CoRR (2024)
Junhong Li, Renxiang Guan, Yuhang Han, Yaowen Hu, Zihao Li, Yanyan Wu, Ziwei Xu, Xianju Li
Superpixel-Based Dual-Neighborhood Contrastive Graph Autoencoder for Deep Subspace Clustering of Hyperspectral Image. ICIC (6) (2024)
Renxiang Guan, Zihao Li, Wenxuan Tu, Jun Wang, Yue Liu, Xianju Li, Chang Tang, Ruyi Feng
Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jingxin Wang, Renxiang Guan, Kainan Gao, Zihao Li, Hao Li, Xianju Li, Chang Tang
Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering. CoRR (2024)
Xianju Li, Renxiang Guan, Zihao Li, Hao Liu, Jing Yang
Multiview Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks. CoRR (2024)
Haoyi Wang, Xianju Li, Gaodian Zhou, Weitao Chen, Lizhe Wang
Edge Enhanced Channel Attention-Based Graph Convolution Network for Scene Classification of Complex Landscapes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Renxiang Guan, Zihao Li, Xianju Li, Chang Tang, Ruyi Feng
Contrastive Multi-view Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks. CoRR (2023)
Xianju Li, Renxiang Guan, Zihao Li, Hao Liu, Jing Yang
Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks. APWeb/WAIM (4) (2023)
Zhenglai Li, Chang Tang, Xianju Li, Weiying Xie, Kun Sun, Xinzhong Zhu
Towards Accurate and Reliable Change Detection of Remote Sensing Images via Knowledge Review and Online Uncertainty Estimation. CoRR (2023)
Gaodian Zhou, Jiahui Xu, Weitao Chen, Xianju Li, Jun Li, Lizhe Wang
Deep Feature Enhancement Method for Land Cover With Irregular and Sparse Spatial Distribution Features: A Case Study on Open-Pit Mining. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Renxiang Guan, Zihao Li, Xianju Li, Chang Tang
Pixel-Superpixel Contrastive Learning and Pseudo-Label Correction for Hyperspectral Image Clustering. CoRR (2023)
Zhenglai Li, Chang Tang, Xinwang Liu, Changdong Li, Xianju Li, Wei Zhang
MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection with Patch-Level Annotations. CoRR (2023)
Chang Tang, Jun Wang, Xiao Zheng, Xinwang Liu, Weiying Xie, Xianju Li, Xinzhong Zhu
Spatial and Spectral Structure Preserved Self-Representation for Unsupervised Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yin Zhou, Tianyi Li, Xianju Li, Ruyi Feng
MCNet: A Multi-scale and Cascade Network for Semantic Segmentation of Remote Sensing Images. APWeb-WAIM (2) (2023)
Renxiang Guan, Zihao Li, Teng Li, Xianju Li, Jinzhong Yang, Weitao Chen
Classification of Heterogeneous Mining Areas Based on ResCapsNet and Gaofen-5 Imagery. Remote. Sens. 14 (13) (2022)
Gaodian Zhou, Weitao Chen, Qianshan Gui, Xianju Li, Lizhe Wang
Split Depth-Wise Separable Graph-Convolution Network for Road Extraction in Complex Environments From High-Resolution Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Weitao Chen, Shubing Ouyang, Wei Tong, Xianju Li, Xiongwei Zheng, Lizhe Wang
GCSANet: A Global Context Spatial Attention Deep Learning Network for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Shubing Ouyang, Jiahui Xu, Weitao Chen, Yusen Dong, Xianju Li, Jun Li
A Fine-Grained Genetic Landform Classification Network Based on Multimodal Feature Extraction and Regional Geological Context. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Weitao Chen, Shubing Ouyang, Jiawei Yang, Xianju Li, Gaodian Zhou, Lizhe Wang
JAGAN: A Framework for Complex Land Cover Classification Using Gaofen-5 AHSI Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Weitao Chen, Gaodian Zhou, Zhuoyue Liu, Xianju Li, Xiongwei Zheng, Lizhe Wang
NIGAN: A Framework for Mountain Road Extraction Integrating Remote Sensing Road-Scene Neighborhood Probability Enhancements and Improved Conditional Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mingjie Qian, Song Sun, Xianju Li
Multimodal Data and Multiscale Kernel-Based Multistream CNN for Fine Classification of a Complex Surface-Mined Area. Remote. Sens. 13 (24) (2021)
Meng Li, Zhuang Tang, Wei Tong, Xianju Li, Weitao Chen, Lizhe Wang
A Multi-Level Output-Based DBN Model for Fine Classification of Complex Geo-Environments Area Using Ziyuan-3 TMS Imagery. Sensors 21 (6) (2021)
Wei Tong, Weitao Chen, Wei Han, Xianju Li, Lizhe Wang
Channel-Attention-Based DenseNet Network for Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Chunming Wu, Xiao Li, Weitao Chen, Xianju Li
A Review of Geological Applications of High-Spatial-Resolution Remote Sensing Data. J. Circuits Syst. Comput. 29 (6) (2020)
Weitao Chen, Xianju Li, Lizhe Wang
Fine Land Cover Classification in an Open Pit Mining Area Using Optimized Support Vector Machine and WorldView-3 Imagery. Remote. Sens. 12 (1) (2020)
Xianju Li, Zhuang Tang, Weitao Chen, Lizhe Wang
Multimodal and Multi-Model Deep Fusion for Fine Classification of Regional Complex Landscape Areas Using ZiYuan-3 Imagery. Remote. Sens. 11 (22) (2019)
Gang Chen, Song Chen, Xianju Li, Ping Zhou, Zhou Zhou
Optimal Seamline Detection for Orthoimage Mosaicking Based on DSM and Improved JPS Algorithm. Remote. Sens. 10 (6) (2018)
Weitao Chen, Xianju Li, Haixia He, Lizhe Wang
A Review of Fine-Scale Land Use and Land Cover Classification in Open-Pit Mining Areas by Remote Sensing Techniques. Remote. Sens. 10 (1) (2018)
Weitao Chen, Xianju Li, Haixia He, Lizhe Wang
Assessing Different Feature Sets' Effects on Land Cover Classification in Complex Surface-Mined Landscapes by ZiYuan-3 Satellite Imagery. Remote. Sens. 10 (1) (2018)
Ruyi Feng, Tian Tian, Xianju Li, Kun Sun
Rolling Guidance Based Scaled-Aware Spatial Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IGARSS (2018)
Xianju Li, Weitao Chen, Xinwen Cheng, Yiwei Liao, Gang Chen
Comparison and integration of feature reduction methods for land cover classification with RapidEye imagery. Multim. Tools Appl. 76 (21) (2017)
Xianju Li, Weitao Chen, Xinwen Cheng, Lizhe Wang
A Comparison of Machine Learning Algorithms for Mapping of Complex Surface-Mined and Agricultural Landscapes Using ZiYuan-3 Stereo Satellite Imagery. Remote. Sens. 8 (6) (2016)
Xianju Li, Xinwen Cheng, Weitao Chen, Gang Chen, Shengwei Liu
Identification of Forested Landslides Using LiDar Data, Object-based Image Analysis, and Machine Learning Algorithms. Remote. Sens. 7 (8) (2015)