武汉大学主页平台管理系统 Tian Xin--Xin Tian--Scientific Research

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Current position: Xin Tian >> Scientific Research

Research Field

Computational Imaging, Image Fusion, Deep Learning

Paper Publications

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C Ke, Z Zhang, W Zhang, J Chen, X Tian*. Kernel-guided injection deep network for blind fusion of multispectral and panchromatic images. Pattern Recognition. 157. 110889. 2024.
Y Fang, R Liu, Y Peng, J Guan, D Li, X Tian* Contrastive learning for real SAR image despeckling. ISPRS Journal of Photogrammetry and Remote Sensing. 218. 376-391. 2024.
R Liu, Y Xiao, Y Peng, X Tian*. DDFSRM: Denoising Diffusion Fusion Model for Line-Scanning Super-Resolution. IEEE Transactions on Computational Imaging. 10. 1357-1367. 2024.
Z Zhang, H Li, C Ke, J Chen, X Tian*. Deep Variational Network for Blind Pansharpening. IEEE Transactions on Neural Networks and Learning Systems. 1-15. 2024.
R Liu, S Meng, Y Peng, X Tian*. TransFusion-CR: Two-Phase SAR-to-Optical Translation and Deep Feature Fusion for Cloud Removal. IEEE Transactions on Geoscience and Remote Sensing. 62. 5635911. 2024.
J Rao, Y Peng, J Chen, X Tian*. Various Degradation: Dual Cross-Refinement Transformer For Blind Sonar Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing. 62. 4206114. 2024.
R Liu, Z Zhang, X Tian*. Scanning‐Driven Photon‐Counting 3D Imaging through Scattering Media Via Asynchronous Polarization Modulation. Laser & Photonics Reviews. 18 (5). 2300916. 2024.
H Liang, R Liu, Z Wang, J Ma, X Tian*. Variational bayesian deep network for blind poisson denoising. Pattern Recognition. 143. 109810. 2023.
C Ke, W Zhang, Z Wang, J Ma, X Tian*. Coarse-to-fine cross-domain learning fusion network for pansharpening. IEEE Transactions on Geoscience and Remote Sensing. 61. 5405614. 2023.
R Liu, Y Xiao, Z Wang, J Ma, X Tian*. Scanning-based compressive hyperspectral imaging via spectral-coded illumination. Optics Letters. 48 (13). 3387-3390. 2023.

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