A High-Resolution Imaging System for Omnidirectional Illuminant Estimation
Abstract:Illuminant estimation in natural scenes includes the problem of estimating a spatial distribution of light sources by omnidirectional observations. So far most omnidirectional measuring systems used a mirrored ball as an optical tool. This kind of system, however, has several essential problems, such as low and nonuniform spatial resolution and a dead region due to imaging the camera itself, as reflected by the mirror. The present article realizes multiband spectral imaging with high spatial resolution for omnidirectional estimation of scene illuminant in a simple measuring system. To overcome the mirrored ball problems, we propose a multiband omnidirectional imaging system using a high-resolution trichromatic digital camera, a fisheye lens, and two commercial color filters. The spatial resolution of omnidirectional imaging systems is analyzed based on an optics model in detail. We describe a practical spectral imaging system. Use of the RGB camera with each of the two color filters allows two different sets of trichromatic spectral sensitivity functions via spectral multiplication, resulting in six spectral bands, after image capture with each color filter. An algorithm is developed based on statistical estimation theory for estimating illuminant spectra from noisy observations of the sensor outputs. The feasibility of the proposed method is examined from the viewpoints of spatial resolution and omnidirectional illuminant estimation.
Document Type: Research Article
Affiliations: 1: Department of Engineering Informatics, Osaka Electro-Communication University, Neyagawa, Osaka 572-8530, Japan 2: Department of Information Science, Graduate School of Advanced Integration Science, Chiba University, 1-33, Yayoi-cho, Inage-ku, Chiba 263-8522, Japan
Publication date: July 1, 2008
The Journal of Imaging Science and Technology (JIST) is dedicated to the advancement of imaging science knowledge, the practical applications of such knowledge, and how imaging science relates to other fields of study. The pages of this journal are open to reports of new theoretical or experimental results, and to comprehensive reviews. Only original manuscripts that have not been previously published, nor currently submitted for publication elsewhere, should be submitted.
- Editorial Board
- Information for Authors
- Subscribe to this Title
- Membership Information
- Information for Advertisers
- Terms & Conditions
- Ingenta Connect is not responsible for the content or availability of external websites