An algorithm for learning shape and appearance models without annotations
Sign Up to like & getrecommendations! Published in 2019 at "Medical Image Analysis"
DOI: 10.1016/j.media.2019.04.008
Abstract: Highlights • A framework for automatically learning shape and appearance models without manual annotations.• Designed to run within a distributed privacy preserving framework.• When used as a pattern recognition approach, can give competitive classification accuracies… read more here.
Keywords: learning shape; models without; shape appearance; appearance models ... See more keywords
Fast and Exact Newton and Bidirectional Fitting of Active Appearance Models
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DOI: 10.1109/tip.2016.2642828
Abstract: Active appearance models (AAMs) are generative models of shape and appearance that have proven very attractive for their ability to handle wide changes in illumination, pose, and occlusion when trained in the wild, while not… read more here.
Keywords: active appearance; fast exact; appearance models; bidirectional fitting ... See more keywords
Alignment of rendered images with photographs for testing appearance models.
Sign Up to like & getrecommendations! Published in 2020 at "Applied optics"
DOI: 10.1364/ao.398055
Abstract: We propose a method for direct comparison of rendered images with a corresponding photograph in order to analyze the optical properties of physical objects and test the appropriateness of appearance models. To this end, we… read more here.
Keywords: rendered images; photographs testing; images photographs; alignment rendered ... See more keywords