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FAME: 3D Shape Generation Via Functionality-Aware Model Evolution

Yanran Guan,Han Liu,Kun Liu,Kangxue Yin,Ruizhen Hu,Oliver van Kaick,Yan Zhang,Ersin Yumer,Nathan Carr,Radomir Mech,Hao Zhang

IEEE Transactions on Visualization and Computer Graphics（2022）

Cited 15|Views323
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Abstract
We introduce a modeling tool which can evolve a set of 3D objects in a functionality-aware manner. Our goal is for the evolution to generate large and diverse sets of plausible 3D objects for data augmentation, constrained modeling, as well as open-ended exploration to possibly inspire new designs. Starting with an initial population of 3D objects belonging to one or more<...
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Key words
Shape,Three-dimensional displays,Tools,Solid modeling,Computational modeling,Sociology,Statistics
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