High-Precision 3D Reconstruction in Complex Scenes via Implicit Surface Reconstruction Enhanced by Multi-Sensor Data Fusion

In this paper, we investigate implicit surface reconstruction methods based on deep learning, enhanced by multi-sensor data fusion, to improve the accuracy of 3D reconstruction in complex scenes. Existing single-sensor approaches often struggle with occlusions and incomplete observations. By fusing...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Quanchen Zhou, Jiabao Zuo, Wenhao Kang, Mingwu Ren
Format:	Article
Language:	English
Published:	MDPI AG 2025-04-01
Subjects:	implicit surface 3D reconstruction deep learning multi-sensor fusion signed distance function (SDF)
Online Access:	https://www.mdpi.com/1424-8220/25/9/2820