Estimation of illuminant direction, albedo, and shape from shading

Qinfen Zheng, Rama Chellappa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A robust approach to recovery of shape from shading information is presented. Assuming uniform albedo and Lambertian surface for the imaging model, methods are presented for the estimation of illuminant direction and surface albedo. The illuminant azimuth is estimated by averaging local estimates. The illuminant elevation and surface albedo are estimated from image statistics. Using the estimated reflectance map parameters, the surface shape is computed using a procedure that implements the smoothness constraint by enforcing the gradients of reconstructed intensity to be close to the gradients of the input image. Typical results on real images are given to illustrate the usefulness of this approach.

Original languageEnglish (US)
Title of host publicationProc 91 IEEE Comput Soc Conf Comput Vision Pattern Recognit
PublisherPubl by IEEE
Pages540-545
Number of pages6
ISBN (Print)0818621486
StatePublished - 1991
Externally publishedYes
EventProceedings of the 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Maui, HI
Duration: Jun 3 1991Jun 6 1991

Publication series

NameProc 91 IEEE Comput Soc Conf Comput Vision Pattern Recognit

Conference

ConferenceProceedings of the 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition
CityMaui, HI
Period6/3/916/6/91

ASJC Scopus subject areas

  • General Engineering

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