Unsupervised SAR Despeckling by Combining Online Speckle Generation and Unpaired Training

Speckle suppression is a crucial preliminary step for synthetic aperture radar (SAR) image processing. Supervised despeckling approaches trained on synthetic datasets usually perform poorly in practice due to the unavailability of clean SAR images. Besides, the spatial correlation of speckle is rare...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
المؤلفون الرئيسيون: Can Wang, Rongyao Zheng, Jingzhen Zhu, Xingkun He, Xiwen Li
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2023-01-01
الموضوعات:
Deep learning
image despeckling
Siamese network
synthetic aperture radar (SAR)
unsupervised training
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10294190/

الانترنت

https://ieeexplore.ieee.org/document/10294190/

مواد مشابهة