Uncertainty Estimation for Heatmap-Based Landmark Localization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3222730
Abstract: Automatic anatomical landmark localization has made great strides by leveraging deep learning methods in recent years. The ability to quantify the uncertainty of these predictions is a vital component needed for these methods to be… read more here.
Keywords: based landmark; uncertainty; quantile binning; landmark localization ... See more keywords
Regression‐Based Landmark Detection on Dynamic Human Models
Sign Up to like & getrecommendations! Published in 2017 at "Computer Graphics Forum"
DOI: 10.1111/cgf.13273
Abstract: Detecting anatomical landmarks on various human models with dynamic poses remains an important and challenging problem in computer graphics research. We present a novel framework that consists of two‐level regressors for finding correlations between human… read more here.
Keywords: landmark detection; regression; detection dynamic; human models ... See more keywords