Title :
Computing optical flow from bio-inspired spherical retina
Author :
Shigang Li ; Hanchao Jia ; Nakanishi, Isao
Author_Institution :
Grad. Sch. of Eng., Tottori Univ., Tottori, Japan
Abstract :
While the conventional image plane is planar, recently bio-inspired cameras are developed in which the photodetectors are positioned on a hemisphere. Image captured by such a spherical retina camera is a discrete spherical image with irregular pixels. In this paper we propose a novel method of computing optical flow from such discrete spherical images. We simulate a spherical retina as a spherical centroidal Voronoi tessellation image, and also investigate the influence of approximating the spherical pixels as regular ones on the computational accuracy. This paper can be regarded as a preliminary work of spherical retina image processing which is necessary in the near future.
Keywords :
cameras; eye; image sequences; photodetectors; bioinspired spherical retina camera; computing optical flow; discrete spherical centroidal Voronoi tessellation image; photodetector; spherical pixel approximation; Biomedical optical imaging; Cameras; Computer vision; Image motion analysis; Optical computing; Optical imaging; Retina; Spherical retina; irregular pixel; optical flow; spherical image;
Conference_Titel :
Mechatronics and Automation (ICMA), 2014 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4799-3978-7
DOI :
10.1109/ICMA.2014.6885756