CrossModalSync: joint temporal-spatial fusion for semantic scene segmentation in large-scale scenes

Abstract Owing to its ability to enable precise perception of dynamic and complex environments, point cloud semantic segmentation has become a critical task for autonomously driven vehicles in recent years. However, in complex, dynamic scenes, cumulative errors and the “many-to-one” mapping problem...

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Bibliographic Details
Main Authors: Shuyi Tan, Yi Zhang, Yan Li, Byeong-Seok Shin
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-08258-x
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