Extended Absolute Fuzzy Connectedness Segmentation Algorithm Utilizing Region and Boundary-Based Information
Sign Up to like & getrecommendations! Published in 2017 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-017-2577-0
Abstract: Image segmentation is the process of dividing an image into meaningful objects to perform different analysis operations. Fuzzy connectedness (FC)-based segmentation methods usually give robust segmentation results; on the other hand, they suffer from some… read more here.
Keywords: based information; segmentation; region boundary; absolute fuzzy ... See more keywords
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2021.3123567
Abstract: Segmentation is a fundamental task in biomedical image analysis. Unlike the existing region-based dense pixel classification methods or boundary-based polygon regression methods, we build a novel graph neural network (GNN) based deep learning framework with… read more here.
Keywords: biomedical image; region boundary; region; graph ... See more keywords