SAR Despeckling Using a Denoising Diffusion Probabilistic Model
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3270799
Abstract: Speckle is a type of multiplicative noise that affects all coherent imaging modalities including synthetic aperture radar (SAR) images. The presence of speckle degrades the image quality and can adversely affect the performance of SAR… read more here.
Keywords: noise; diffusion probabilistic; denoising diffusion; probabilistic model ... See more keywords
Diffusion Models in Vision: A Survey
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3261988
Abstract: Denoising diffusion models represent a recent emerging topic in computer vision, demonstrating remarkable results in the area of generative modeling. A diffusion model is a deep generative model that is based on two stages, a… read more here.
Keywords: diffusion; survey; denoising diffusion; stage ... See more keywords