Interactive Illumination Invariance

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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.
Original languageEnglish
Title of host publicationColor and Imaging Conference
PublisherSociety for Imaging Science and Technology
Pages186-190
Volume2015
Publication statusPublished - 18 Oct 2015

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