Junfei Shi

According to our database, Junfei Shi authored at least 26 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain.

Junfei Shi, Yu Cheng, Haiyan Jin, Junhuai Li, Zhaolin Xiao, Maoguo Gong, Weisi Lin

CoRR, July, 2025

A Novel Riemannian Sparse Representation Learning Network for Polarimetric SAR Image Classification.

Junfei Shi, Mengmeng Nie, Weisi Lin, Haiyan Jin, Junhuai Li, Rui Wang

CoRR, February, 2025

Riemannian Complex Hermit Positive Definite Convolution Network for Polarimetric SAR Image Classification.

Junfei Shi, Mengmeng Nie, Yuke Li, Haiyan Jin, Weisi Lin

CoRR, February, 2025

Content-Adaptive Multi-Region Deep Network for Polarimetric SAR Image Classification.

Junfei Shi, Shanshan Ji, Haiyan Jin, Junhuai Li, Maoguo Gong, Weisi Lin

IEEE Trans. Circuits Syst. Video Technol., January, 2025

Scattering Mechanism Inspired Non-Gaussian Diffusion Model for Polarimetric SAR Image Classification.

Junfei Shi, Keyan Shen, Haiyan Jin, Yuanlin Zhang, Wenqiang Hua, Zhiyong Lv, Maoguo Gong, Weisi Lin

IEEE Trans. Geosci. Remote. Sens., 2025

F-MDM: Rethinking image denoising with a feature map-based Poisson-Gaussian Mixture Diffusion Model.

Bin Wang, Jiajia Hu, Fengyuan Zuo, Junfei Shi, Haiyan Jin

J. Vis. Commun. Image Represent., 2025

Scale-aware triple semantic deep network for polarimetric SAR image classification.

Haiyan Jin, Junfei Shi, Linjing Xu, Mengmeng Nie, Tiansheng He, Junhuai Li, Maoguo Gong

Appl. Soft Comput., 2025

2024

A Lightweight Riemannian Covariance Matrix Convolutional Network for PolSAR Image Classification.

Junfei Shi, Wei Wang, Haiyan Jin, Mengmeng Nie, Shanshan Ji

IEEE Trans. Geosci. Remote. Sens., 2024

Region Partition based Hybrid Deep Network for Polarimetric SAR Image Classification.

Junfei Shi, Linjing Xu, Haiyan Jin, Wei Wang, Rong Fei, Shanshan Ji

Proceedings of the IGARSS 2024, 2024

Symmetric Positive Definite Convolution Network for Polarimetric SAR Image Classification.

Junfei Shi, Keyan Shen, Haiyan Jin, Wei Wang, Zhenghao Shi, Haonan Su

Proceedings of the IGARSS 2024, 2024

CNN-Enhanced Deep Sparse Representation Network for Polarimetric SAR Image Classification.

Junfei Shi, Mengmeng Nie, Haiyan Jin, Junhuai Li, Yuanlin Zhang

Proceedings of the IGARSS 2024, 2024

Adaptive Region Sampling Network For Polarimetric SAR Image Classification.

Junfei Shi, Shanshan Ji, Haiyan Jin, Haonan Su, Zhiyong Lv

Proceedings of the IGARSS 2024, 2024

2023

Polarimetric Synthetic Aperture Radar Image Classification Based on Double-Channel Convolution Network and Edge-Preserving Markov Random Field.

Junfei Shi, Mengmeng Nie, Shanshan Ji, Cheng Shi, Hongying Liu, Haiyan Jin

Remote. Sens., December, 2023

Complex matrix and multi-feature collaborative learning for polarimetric SAR image classification.

Junfei Shi, Wei Wang, Haiyan Jin, Tiansheng He

Appl. Soft Comput., February, 2023

CNN-Improved Superpixel-to-Pixel Fuzzy Graph Convolution Network for PolSAR Image Classification.

Junfei Shi, Tiansheng He, Shanshan Ji, Mengmeng Nie, Haiyan Jin

IEEE Trans. Geosci. Remote. Sens., 2023

Riemannian Complex Matrix Convolution Network for PolSAR Image Classification.

Junfei Shi, Wei Wang, Haiyan Jin, Mengmeng Nie, Shanshan Ji

CoRR, 2023

Combine Superpixel-Wise GCN and Pixel-Wise CNN for Polsar Image Classification.

Haiyan Jin, Tiansheng He, Junfei Shi, Shanshan Ji

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR Images.

Junfei Shi, Haiyan Jin

IEEE Geosci. Remote. Sens. Lett., 2022

Complex Matrix And Polarimetric Feature Joint Learning For Polarimetric Sar Image Classification.

Junfei Shi, Haiyan Jin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2020

A Novel Hybrid Edge Detection Method for Polarimetric SAR Images.

Junfei Shi, Haiyan Jin, Zhaolin Xiao

IEEE Access, 2020

A Novel Multi-Feature Joint Learning Method for Fast Polarimetric SAR Terrain Classification.

Junfei Shi, Haiyan Jin, Xiaohua Li

IEEE Access, 2020

2018

Latent Topic Model Based Multi-feature Learning for PolSAR Terrain Classification.

Junfei Shi, Haiyan Jin, Yinghui Wang, Zhiyong Lv, Lu Liu

Proceedings of the E-Learning and Games - 12th International Conference, 2018

PolSAR Data Classification via Combined Similarity Based Immune Clonal Spectral Clustering.

Lu Liu, Haiyan Jin, Junfei Shi, Wei Liang

Proceedings of the E-Learning and Games - 12th International Conference, 2018

2016

Hierarchical semantic model and scattering mechanism based PolSAR image classification.

Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, Jialing Yuan

Pattern Recognit., 2016

2015

Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.

Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, Jialing Yuan

CoRR, 2015

2014

Unsupervised classification of polarimetric SAR images integrating color features.

Hongying Liu, Shuang Wang, Biao Hou, Shuyuan Yang, Junfei Shi, Tao Xiong, Licheng Jiao

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014