SHC: soft-hard correspondences framework for simplifying point cloud registration

Abstract Point cloud registration is a multifaceted problem that involves a series of procedures. Many deep learning methods employ complex structured networks to achieve robust registration performance. However, these intricate structures can amplify the challenges of network learning and impede gr...

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Bibliographic Details
Main Authors: Zhaoxiang Chen, Feng Yu, Shuqing Liu, Jiacheng Cao, Zhuohan Xiao, Minghua Jiang
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:https://doi.org/10.1186/s13634-023-01104-0