Exploiting line metric reconstruction from non-central circular panoramas

Bermudez-Cameo, J. (Universidad de Zaragoza) ; Saurer, O. ; Lopez-Nicolas, G. (Universidad de Zaragoza) ; Guerrero, J.J. (Universidad de Zaragoza) ; Pollefeys, M.

Resumen: In certain non-central imaging systems, straight lines are projected via a non-planar surface encapsulating the 4 degrees of freedom of the 3D line. Consequently the geometry of the 3D line can be recovered from a minimum of four image points. However, with classical non-central catadioptric systems there is not enough effective baseline for a practical implementation of the method. In this paper we propose a multi-camera system configuration resembling the circular panoramic model which results in a particular non-central projection allowing the stitching of a non-central panorama. From a single panorama we obtain well-conditioned 3D reconstruction of lines, which are specially interesting in texture-less scenarios. No previous information about the direction or arrangement of the lines in the scene is assumed. The proposed method is evaluated on both synthetic and real images.

Idioma: Inglés

DOI: 10.1016/j.patrec.2017.05.006

Año: 2017

Publicado en: PATTERN RECOGNITION LETTERS 94 (2017), 30-37
ISSN: 0167-8655

Factor impacto JCR: 1.952 (2017)

Categ. JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE rank: 56 / 132 = 0.424 (2017) - Q2 - T2

Factor impacto SCIMAGO: 0.662 - Computer Vision and Pattern Recognition (Q1) - Software (Q1) - Signal Processing (Q2) - Artificial Intelligence (Q2)

Financiación: info:eu-repo/grantAgreement/ES/MINECO/DPI2014-61792-EXP
Financiación: info:eu-repo/grantAgreement/ES/MINECO/DPI2015-65962-R

Tipo y forma: Artículo (PostPrint)

Área (Departamento): Área Ingen.Sistemas y Automát. (Dpto. Informát.Ingenie.Sistms.)