In this paper, a geometric deep learning framework for face recognition is proposed, which merely requires the consumption of raw spatial coordinates. For 3D face recognition, preceding attempts focus on treating the scan samples as signals laying on an underlying discrete surface (mesh) or morphable (statistic) models and by embedding auxiliary information, e.g., texture onto the regularized local planar structure to obtain a superior expressive performance to registration-based methods, but environmental variations such as posture/illumination will dissatisfy the integrity or uniform sampling condition, which holistic models generally rely on. Although the high-resolution geometrical information of a physical object can be well preserved in the form of metrical data, e.g., point clouds/triangular meshes, from a regular data (e.g., image/audio) processing perspective, they also bring excessive noise in the course of feature abstraction and regression. We make SMARTY apps, “Simple Masterly Approach to Refine Thinking" for YOU.Data representation has been one of the core topics in 3D graphics and pattern recognition in high-dimensional data. Install Complete Biology Dictionary- Biology Learning App today! EduBank℠ - Save most frequent Biology Terms you need.Įasy to navigate, simple to find terms and fun to learn from.Contribute - If you think something’s amiss, contribute it!.Autoplay - Listen to all the Biology Terms and its meaning.Quiz - Test yourself and memorize with this Biology Quiz.Main Features of this Biology Study App are:. This Biology Learning App is full of numerous QUIZZES to brush up your knowledge and challenge your learning.Ĭomplete Biology Dictionary App is categorized into the following categories:. For quick learning this Biology Study App has lots of pictorial presentation of all Biology Terms and many more. With more than 3500 Biological Terms and their meanings, this Biology Learning App will sure cement your basics of Biology.
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