SuperPatchMatch: An Algorithm for Robust Correspondences Using Superpixel Patches
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2017.2708504
Abstract: Superpixels have become very popular in many computer vision applications. Nevertheless, they remain underexploited, since the superpixel decomposition may produce irregular and nonstable segmentation results due to the dependency to the image content. In this… read more here.
Keywords: image; robust correspondences; superpatchmatch algorithm; using superpixel ... See more keywords
Image Denoising Using Superpixel-Based PCA
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2020.3009502
Abstract: Denoising is a fundamental task in image processing, aimed at estimating an unknown image from its noisy observation. In this paper, we develop a computationally simple paradigm for image denoising using superpixel grouping and principal… read more here.
Keywords: image; denoising using; pca; similar patches ... See more keywords