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ORCIDJunfei Shi
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2020 – today
- 2026
[j13]Wenqiang Hua
, Sijia Yang, Junfei Shi, Chen Ding, Yizhuo Dong:
Unsupervised PolSAR image classification based on deep clustering and scattering mechanism. Pattern Recognit. 175: 113150 (2026)- 2025
- [j12]Haiyan Jin, Junfei Shi, Linjing Xu, Mengmeng Nie, Tiansheng He, Junhuai Li, Maoguo Gong:
Scale-aware triple semantic deep network for polarimetric SAR image classification. Appl. Soft Comput. 177: 113232 (2025) - [j11]Bin Wang, Jiajia Hu, Fengyuan Zuo, Junfei Shi, Haiyan Jin:
F-MDM: Rethinking image denoising with a feature map-based Poisson-Gaussian Mixture Diffusion Model. J. Vis. Commun. Image Represent. 112: 104593 (2025) - [j10]Junfei Shi, Shanshan Ji, Haiyan Jin, Junhuai Li, Maoguo Gong, Weisi Lin:
Content-Adaptive Multi-Region Deep Network for Polarimetric SAR Image Classification. IEEE Trans. Circuits Syst. Video Technol. 35(1): 617-631 (2025) - [j9]Junfei Shi, Keyan Shen, Haiyan Jin, Yuanlin Zhang, Wenqiang Hua, Zhiyong Lv, Maoguo Gong, Weisi Lin:
Scattering Mechanism Inspired Non-Gaussian Diffusion Model for Polarimetric SAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025) - [i7]Junfei Shi, Mengmeng Nie, Yuke Li, Haiyan Jin, Weisi Lin:
Riemannian Complex Hermit Positive Definite Convolution Network for Polarimetric SAR Image Classification. CoRR abs/2502.08137 (2025) - [i6]Junfei Shi, Mengmeng Nie, Weisi Lin, Haiyan Jin, Junhuai Li, Rui Wang:
A Novel Riemannian Sparse Representation Learning Network for Polarimetric SAR Image Classification. CoRR abs/2502.15302 (2025) - [i5]Junfei Shi, Yu Cheng, Haiyan Jin, Junhuai Li, Zhaolin Xiao, Maoguo Gong, Weisi Lin:
Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain. CoRR abs/2507.05666 (2025) - [i4]Junfei Shi, Haojia Zhang, Haiyan Jin, Junhuai Li, Xiaogang Song, Yuanfan Guo, Haonan Su, Weisi Lin:
Multiview Manifold Evidential Fusion for PolSAR Image Classification. CoRR abs/2510.11171 (2025) - 2024
- [j8]Junfei Shi, Wei Wang, Haiyan Jin, Mengmeng Nie, Shanshan Ji:
A Lightweight Riemannian Covariance Matrix Convolutional Network for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [c9]Junfei Shi, Keyan Shen, Haiyan Jin, Wei Wang, Zhenghao Shi, Haonan Su:
Symmetric Positive Definite Convolution Network for Polarimetric SAR Image Classification. IGARSS 2024: 7330-7333 - [c8]Junfei Shi, Linjing Xu, Haiyan Jin, Wei Wang, Rong Fei, Shanshan Ji:
Region Partition based Hybrid Deep Network for Polarimetric SAR Image Classification. IGARSS 2024: 7346-7349 - [c7]Junfei Shi, Shanshan Ji, Haiyan Jin, Haonan Su, Zhiyong Lv:
Adaptive Region Sampling Network For Polarimetric SAR Image Classification. IGARSS 2024: 8608-8611 - [c6]Junfei Shi, Mengmeng Nie, Haiyan Jin, Junhuai Li, Yuanlin Zhang:
CNN-Enhanced Deep Sparse Representation Network for Polarimetric SAR Image Classification. IGARSS 2024: 11235-11238 - 2023
- [j7]Junfei Shi, Wei Wang, Haiyan Jin, Tiansheng He:
Complex matrix and multi-feature collaborative learning for polarimetric SAR image classification. Appl. Soft Comput. 134: 109965 (2023) - [j6]Junfei Shi, Mengmeng Nie, Shanshan Ji, Cheng Shi, Hongying Liu, Haiyan Jin:
Polarimetric Synthetic Aperture Radar Image Classification Based on Double-Channel Convolution Network and Edge-Preserving Markov Random Field. Remote. Sens. 15(23): 5458 (2023) - [j5]Junfei Shi, Tiansheng He, Shanshan Ji, Mengmeng Nie, Haiyan Jin:
CNN-Improved Superpixel-to-Pixel Fuzzy Graph Convolution Network for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [c5]Haiyan Jin, Tiansheng He, Junfei Shi, Shanshan Ji:
Combine Superpixel-Wise GCN and Pixel-Wise CNN for Polsar Image Classification. IGARSS 2023: 8014-8017 - [i3]Junfei Shi, Wei Wang, Haiyan Jin, Mengmeng Nie, Shanshan Ji:
Riemannian Complex Matrix Convolution Network for PolSAR Image Classification. CoRR abs/2312.03378 (2023) - 2022
- [j4]Junfei Shi, Haiyan Jin:
Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [c4]Junfei Shi, Haiyan Jin:
Complex Matrix And Polarimetric Feature Joint Learning For Polarimetric Sar Image Classification. IGARSS 2022: 2714-2717 - [i2]Junfei Shi, Haiyan Jin:
Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images. CoRR abs/2201.00337 (2022) - 2020
- [j3]Junfei Shi, Haiyan Jin, Zhaolin Xiao:
A Novel Hybrid Edge Detection Method for Polarimetric SAR Images. IEEE Access 8: 8974-8991 (2020) - [j2]Junfei Shi, Haiyan Jin, Xiaohua Li:
A Novel Multi-Feature Joint Learning Method for Fast Polarimetric SAR Terrain Classification. IEEE Access 8: 30491-30503 (2020)
2010 – 2019
- 2018
- [c3]Lu Liu, Haiyan Jin, Junfei Shi, Wei Liang:
PolSAR Data Classification via Combined Similarity Based Immune Clonal Spectral Clustering. Edutainment 2018: 154-158 - [c2]Junfei Shi, Haiyan Jin, Yinghui Wang, Zhiyong Lv, Lu Liu:
Latent Topic Model Based Multi-feature Learning for PolSAR Terrain Classification. Edutainment 2018: 249-252 - 2016
- [j1]Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, Jialing Yuan:
Hierarchical semantic model and scattering mechanism based PolSAR image classification. Pattern Recognit. 59: 325-342 (2016) - 2015
- [i1]Fang Liu, Junfei Shi, Licheng Jiao, Hongying Liu, Shuyuan Yang, Jie Wu, Hongxia Hao, Jialing Yuan:
Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification. CoRR abs/1507.00110 (2015) - 2014
- [c1]Hongying Liu, Shuang Wang, Biao Hou, Shuyuan Yang, Junfei Shi, Tao Xiong, Licheng Jiao:
Unsupervised classification of polarimetric SAR images integrating color features. IGARSS 2014: 2762-2765
Coauthor Index
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