3D Reconstruction from Specialized Wide Field of View Camera System Using Unified Spherical Model

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Titre3D Reconstruction from Specialized Wide Field of View Camera System Using Unified Spherical Model
Type de publicationConference Paper
Year of Publication2017
AuteursJamaluddin AZawawi, Jiang C, Morel O, Seulin R, Fofi D
EditorBattiato S, Gallo G, Schettini R, Stanco F
Conference NameIMAGE ANALYSIS AND PROCESSING,(ICIAP 2017), PT I
PublisherUniv Catania, Dept Math & Comp Sci, Image Proc Lab; iCTLab; Micron; STMicroelectronics
Conference LocationGEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
ISBN Number978-3-319-68560-1; 978-3-319-68559-5
Mots-clés3D reconstruction, Fisheye camera calibration, Interior Point Optimization algorithm, Unified spherical model
Résumé

This paper proposed a method of three dimensions (3D) reconstruction from a wide field of view(FoV) camera system. This camera system consists of two fisheye cameras each with 180 degrees FoV. The fisheye cameras placed back to back to obtain a full 360 degrees FoV. A stereo vision camera is placed to estimate the depth information of anterior view of the camera system. A novel calibration method using unified camera model representation has been proposed to calibrate the multiple camera systems. An effective fusion algorithm has been introduced to fuse multi-camera images by exploiting the overlapping area. Moreover, direct and fast 3D reconstruction of sparse feature matches based on the spherical representation are obtained using the proposed system.

DOI10.1007/978-3-319-68560-1_44