An Intelligent System Approach for Probabilistic Volume Rendering Using Hierarchical 3D Convolutional Sparse Coding

In this paper, we propose a novel machine learning-based voxel classification method for highly-accurate volume rendering. Unlike conventional voxel classification methods that incorporate intensity-based features, the proposed method employs dictionary based features learned directly from the input...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics 2018-01, Vol.24 (1), p.964-973
Hauptverfasser:	Quan, Tran Minh, Choi, Junyoung, Jeong, Haejin, Jeong, Won-Ki
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Coding Convolutional codes Dictionaries Encoding Hierarchically Convolutional Sparse Coding Intelligent systems Machine Learning Methods Rendering Rendering (computer graphics) Three-dimensional displays Transfer functions Volume Rendering
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