Interactive Illumination Invariance

Gong, Han and Finlayson, Graham (2015) Interactive Illumination Invariance. In: Color and Imaging Conference. Society for Imaging Science and Technology, pp. 186-190.

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Abstract

Illumination effects cause problems for many computer vision algorithms. We present a user-friendly interactive system for robust illumination-invariant image generation. Compared with the previous automated illumination-invariant image derivation approaches, our system enables users to specify a particular kind of illumination variation for removal. The derivation of illumination-invariant image is guided by the user input. The input is a stroke that defines an area covering a set of pixels whose intensities are influenced predominately by the illumination variation. This additional flexibility enhances the robustness for processing non-linearly rendered images and the images of the scenes where their illumination variations are difficult to estimate automatically. Finally, we present some evaluation results of our method.

Item Type: Book Section
Faculty \ School: Faculty of Science > School of Computing Sciences
Depositing User: Pure Connector
Date Deposited: 28 Oct 2015 11:03
Last Modified: 01 Apr 2020 00:46
URI: https://ueaeprints.uea.ac.uk/id/eprint/54853
DOI:

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