Semantic segmentation-assisted instance feature fusion for multi-level 3D part instance segmentation

Abstract Recognizing 3D part instances from a 3D point cloud is crucial for 3D structure and scene understanding. Several learning-based approaches use semantic segmentation and instance center prediction as training tasks and fail to further exploit the inherent relationship between shape semantics...

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Bibliographic Details
Main Authors: Chun-Yu Sun, Xin Tong, Yang Liu
Format: Article
Language:English
Published: SpringerOpen 2023-06-01
Series:Computational Visual Media
Subjects:
Online Access:https://doi.org/10.1007/s41095-022-0300-x