International Journal of Computer Vision

, Volume 48, Issue 3, pp 195–214

A Pupil-Centric Model of Image Formation

  • Manoj Aggarwal
  • Narendra Ahuja
Article

DOI: 10.1023/A:1016324132583

Cite this article as:
Aggarwal, M. & Ahuja, N. International Journal of Computer Vision (2002) 48: 195. doi:10.1023/A:1016324132583

Abstract

This paper has been prompted by observations of some anomalies in the performance of the standard imaging models (pin-hole, thin-lens and Gaussian thick-lens), in the context of composing omnifocus images and estimating depth maps from a sequence of images. A closer examination of the models revealed that they assume a position of the aperture that conflicts with the designs of many available lenses. We have shown in this paper that the imaging geometry and photometric properties of an image are significantly influenced by the position of the aperture. This is confirmed by the discrepancies between observed mappings and those predicted by the models. We have therefore concluded that the current imaging models do not adequately represent practical imaging systems. We have proposed a pupil-centric model of image formation, which overcomes these deficiencies and have given the associated mappings. The impact of this model on some common imaging scenariosis described, along with experimental verification of the better performance of the model on three real lenses.

image modelpin-holethin-lensGaussian thick-lensaperture positioncamera designdepth from (de)focusentrance end exit pupils

Copyright information

© Kluwer Academic Publishers 2002

Authors and Affiliations

  • Manoj Aggarwal
    • 1
  • Narendra Ahuja
    • 2
  1. 1.Sarnoff CorporationPrincetonUSA
  2. 2.University of Illinois at Urbana-ChampaignUrbanaUSA