Joint denoising of diffusion‐weighted images via structured low‐rank patch matrix approximation
Sign Up to like & getrecommendations! Published in 2022 at "Magnetic Resonance in Medicine"
DOI: 10.1002/mrm.29407
Abstract: To develop a joint denoising method that effectively exploits natural information redundancy in MR DWIs via low‐rank patch matrix approximation. read more here.
Keywords: low rank; rank patch; matrix approximation; patch matrix ... See more keywords
Joint Denoising/Compression of Image Contours via Shape Prior and Context Tree
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2018.2816818
Abstract: The advent of depth sensing technologies means that the extraction of object contours in images—a common and important pre-processing step for later higher level computer vision tasks like object detection and human action recognition—has become… read more here.
Keywords: contours; joint denoising; denoising compression; compression image ... See more keywords
An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3264587
Abstract: Image denoising and classification are typically conducted separately and sequentially according to their respective objectives. In such a setup, where the two tasks are decoupled, the denoising operation does not optimally serve the classification task… read more here.
Keywords: framework joint; classification; deep learning; denoising classification ... See more keywords