Three-Dimensional Imaging Based on Refractive Camera Model and Error Calibration for Risley-Prism Imaging System

基于折射相机模型的三维成像及Risley棱镜成像系统的误差标定

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Abstract

Three-dimensional (3D) reconstruction technology has found widespread applications across various domains, including intelligent driving and underwater exploration. But the existing imaging systems and methods still have deficiencies in terms of reconstruction accuracy, detection distance and system volume. Herein, this paper presents a three-dimensional detection and reconstruction method based on a compact Risley-prism 3D imaging system that achieves multi-viewpoint imaging by rotating the Risley prism to adjust the camera's optical axis. A refractive camera model that integrates the pinhole camera model with the vector form of Snell's law is established to precisely describe beam trajectory. A forward projection method suitable for refractive interfaces is developed based on Fermat's principle, and the influence of systematic errors on the reconstruction is analyzed in detail through simulation. Furthermore, a new 3D reconstruction method combining error calibration based on the optimization iteration is introduced to avoid the influence of error and improve reconstruction quality. Experimental results demonstrate that the proposed approach markedly enhances 3D reconstruction accuracy, reducing the Normalized Root Mean Square Error (NRMSE) from 0.9076 to 0.0207.

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