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Xuan Hou

2 accepted papers

2023

SAR Image Despeckling with Residual-in-Residual Dense Generative Adversarial Network

ICASSP 2023accepted

Deep convolutional neural networks have delivered remarkable aptitude in performing Synthetic Aperture Radar (SAR) image speckle removal tasks. Such approaches are nevertheless constrained in balancing speckle removal and preservation of spatial information, particularly with respect to strong speck…

Cited by 0SourceScholar
2022

Coarse-To-Fine Unsupervised Change Detection for Remote Sensing Images Via Object-Based MRF and Inception UNET

ICASSP 2022accepted

With the rapid development of various satellite sensor techniques, remote sensing imagery has been an important source of data in change detection applications. This paper aims to propose an unsupervised change detection method based on Object-based Markov Random Filed (OMRF) and Inception UNet (IUN…

Cited by 0SourceScholar