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About this paper
Yiqun Zhao, Binbin Huang, Haobin Duan, Zibo Zhao, Shenghua Gao
STRUCTPARTS adapts a holistic 3D generator to produce detailed, coordinated parts by conditioning on a segmented mesh scaffold and representing each part in local and global coordinate frames. In a ground-truth-layout-conditioned test on 200 held-out objects, it outperforms matched-budget X-Part on part-level CD and F-scores. On image-to-shape evaluation, it is close to released X-Part, not better on every metric.
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