%0 Conference Proceedings
%T Automatic Eye Localization in Color Images
%D 2007
%8 Oct. 7-10, 2007
%A Maia, José Gilvan Rodrigues,
%A Gomes, Fernando de Carvalho,
%A Souza, Osvaldo de,
%@affiliation Departamento de Computação - Universidade Federal do Ceará (UFC)
%@affiliation Departamento de Computação - Universidade Federal do Ceará (UFC)
%@affiliation Depto. de Engenharia de Teleinformática – Universidade Federal do Ceará (UFC)
%E Falcão, Alexandre Xavier,
%E Lopes, Hélio Côrtes Vieira,
%B Brazilian Symposium on Computer Graphics and Image Processing, 20 (SIBGRAPI)
%C Belo Horizonte
%S Proceedings
%I IEEE Computer Society
%J Los Alamitos
%K Biometrics, eye detection, eye localization.
%X In this paper, we present a new efficient method for accurate eye localization in color images. Our algorithm is based on robust feature filtering and explicit geometric clustering. This combination enhances localization speed and robustness by relying on geometric relationships between pixel clusters instead of other properties extracted from the image. Furthermore, its efficiency makes it well suited for implementation in low performance devices, such as cell phones and PDAs. Experiments were conducted with 1532 face images taken from a CCD camera under (real-life) varying illumination, pose and expression conditions. The proposed method presented a localization rate of 94.125% under such circumstances.
%@language en
%3 maia-ColorImageEL.pdf