Table of Contents
Advances in Artificial Intelligence
Volume 2015 (2015), Article ID 471483, 10 pages
http://dx.doi.org/10.1155/2015/471483
Research Article

Pop-Out: A New Cognitive Model of Visual Attention That Uses Light Level Analysis to Better Mimic the Free-Viewing Task of Static Images

SVP TV, 7000 Mons, Belgium

Received 9 October 2014; Revised 3 December 2014; Accepted 3 May 2015

Academic Editor: Djamel Bouchaffra

Copyright © 2015 Makiese Mibulumukini. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Human gaze is not directed to the same part of an image when lighting conditions change. Current saliency models do not consider light level analysis during their bottom-up processes. In this paper, we introduce a new saliency model which better mimics physiological and psychological processes of our visual attention in case of free-viewing task (bottom-up process). This model analyzes lighting conditions with the aim of giving different weights to color wavelengths. The resulting saliency measure performs better than a lot of popular cognitive approaches.