Junfei Shi

29 papers C 7Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Unsupervised PolSAR image classification based on deep clustering and scattering mechanism.
Pattern Recognit.
Wenqiang Hua, Sijia Yang, Junfei Shi, Chen Ding, Yizhuo Dong
2025 J jnl
A Novel Riemannian Sparse Representation Learning Network for Polarimetric SAR Image Classification.
CoRR
Junfei Shi, Mengmeng Nie, Weisi Lin, Haiyan Jin, Junhuai Li, Rui Wang
2025 J jnl
Content-Adaptive Multi-Region Deep Network for Polarimetric SAR Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Junfei Shi, Shanshan Ji, Haiyan Jin, Junhuai Li, Maoguo Gong, Weisi Lin
2025 J jnl
F-MDM: Rethinking image denoising with a feature map-based Poisson-Gaussian Mixture Diffusion Model.
J. Vis. Commun. Image Represent.
Bin Wang, Jiajia Hu, Fengyuan Zuo, Junfei Shi, Haiyan Jin
2025 J jnl
Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain.
CoRR
Junfei Shi, Yu Cheng, Haiyan Jin, Junhuai Li, Zhaolin Xiao, Maoguo Gong, Weisi Lin
2025 J jnl
Multiview Manifold Evidential Fusion for PolSAR Image Classification.
CoRR
Junfei Shi, Haojia Zhang, Haiyan Jin, Junhuai Li, Xiaogang Song, Yuanfan Guo, Haonan Su, Weisi Lin
2025 J jnl
Riemannian Complex Hermit Positive Definite Convolution Network for Polarimetric SAR Image Classification.
CoRR
Junfei Shi, Mengmeng Nie, Yuke Li, Haiyan Jin, Weisi Lin
2025 J jnl
Scale-aware triple semantic deep network for polarimetric SAR image classification.
Appl. Soft Comput.
Haiyan Jin, Junfei Shi, Linjing Xu, Mengmeng Nie, Tiansheng He, Junhuai Li, Maoguo Gong
2025 J jnl
Scattering Mechanism Inspired Non-Gaussian Diffusion Model for Polarimetric SAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Junfei Shi, Keyan Shen, Haiyan Jin, Yuanlin Zhang, Wenqiang Hua, Zhiyong Lv, Maoguo Gong, Weisi Lin
2024 J jnl
A Lightweight Riemannian Covariance Matrix Convolutional Network for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Junfei Shi, Wei Wang, Haiyan Jin, Mengmeng Nie, Shanshan Ji
2024 C conf
Adaptive Region Sampling Network For Polarimetric SAR Image Classification.
IGARSS
Junfei Shi, Shanshan Ji, Haiyan Jin, Haonan Su, Zhiyong Lv
2024 C conf
CNN-Enhanced Deep Sparse Representation Network for Polarimetric SAR Image Classification.
IGARSS
Junfei Shi, Mengmeng Nie, Haiyan Jin, Junhuai Li, Yuanlin Zhang
2024 C conf
Region Partition based Hybrid Deep Network for Polarimetric SAR Image Classification.
IGARSS
Junfei Shi, Linjing Xu, Haiyan Jin, Wei Wang, Rong Fei, Shanshan Ji
2024 C conf
Symmetric Positive Definite Convolution Network for Polarimetric SAR Image Classification.
IGARSS
Junfei Shi, Keyan Shen, Haiyan Jin, Wei Wang, Zhenghao Shi, Haonan Su
2023 J jnl
CNN-Improved Superpixel-to-Pixel Fuzzy Graph Convolution Network for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Junfei Shi, Tiansheng He, Shanshan Ji, Mengmeng Nie, Haiyan Jin
2023 C conf
Combine Superpixel-Wise GCN and Pixel-Wise CNN for Polsar Image Classification.
IGARSS
Haiyan Jin, Tiansheng He, Junfei Shi, Shanshan Ji
2023 J jnl
Complex matrix and multi-feature collaborative learning for polarimetric SAR image classification.
Appl. Soft Comput.
Junfei Shi, Wei Wang, Haiyan Jin, Tiansheng He
2023 J jnl
Polarimetric Synthetic Aperture Radar Image Classification Based on Double-Channel Convolution Network and Edge-Preserving Markov Random Field.
Remote. Sens.
Junfei Shi, Mengmeng Nie, Shanshan Ji, Cheng Shi, Hongying Liu, Haiyan Jin
2023 J jnl
Riemannian Complex Matrix Convolution Network for PolSAR Image Classification.
CoRR
Junfei Shi, Wei Wang, Haiyan Jin, Mengmeng Nie, Shanshan Ji
2022 C conf
Complex Matrix And Polarimetric Feature Joint Learning For Polarimetric Sar Image Classification.
IGARSS
Junfei Shi, Haiyan Jin
2022 J jnl
Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Junfei Shi, Haiyan Jin
2022 J jnl
Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images.
CoRR
Junfei Shi, Haiyan Jin
2020 J jnl
A Novel Hybrid Edge Detection Method for Polarimetric SAR Images.
IEEE Access
Junfei Shi, Haiyan Jin, Zhaolin Xiao
2020 J jnl
A Novel Multi-Feature Joint Learning Method for Fast Polarimetric SAR Terrain Classification.
IEEE Access
Junfei Shi, Haiyan Jin, Xiaohua Li
2018 — conf
Latent Topic Model Based Multi-feature Learning for PolSAR Terrain Classification.
Edutainment
Junfei Shi, Haiyan Jin, Yinghui Wang, Zhiyong Lv, Lu Liu
2018 — conf
PolSAR Data Classification via Combined Similarity Based Immune Clonal Spectral Clustering.
Edutainment
Lu Liu, Haiyan Jin, Junfei Shi, Wei Liang
2016 J jnl
Hierarchical semantic model and scattering mechanism based PolSAR image classification.
Pattern Recognit.
Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, Jialing Yuan
2015 J jnl
Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.
CoRR
Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, Jialing Yuan
2014 C conf
Unsupervised classification of polarimetric SAR images integrating color features.
IGARSS
Hongying Liu, Shuang Wang, Biao Hou, Shuyuan Yang, Junfei Shi, Tao Xiong, Licheng Jiao