Title :
Skin Color Detection for Real Time Mobile Applications
Author :
Toledo, F.J. ; Martínez, J.J. ; Garrigós, J. ; Ferrández, J. ; Rodellar, V.
Author_Institution :
Univ. Politecnica de Cartagena Plaza del Hospital, Cartagena
Abstract :
In the last decade, skin color has proven to be a useful cue for recognition and tracking of face and hand, and skin color segmentation has become the first step in several processing tasks. With the aim of overcoming the weak points that existing software solutions show in real time mobile applications, we propose an FPGA-based implementation of a skin classifier. The skin classification algorithm and its hardware architecture are herein described. Results in terms of classification performance, processing rate and hardware resources used are presented.
Keywords :
field programmable gate arrays; image classification; image colour analysis; image segmentation; mobile computing; FPGA-based; hardware architecture; processing tasks; real time mobile applications; skin classification; skin color detection; skin color segmentation; Cameras; Color; Face detection; Face recognition; Field programmable gate arrays; Hardware; Histograms; Lighting; Robustness; Skin;
Conference_Titel :
Field Programmable Logic and Applications, 2006. FPL '06. International Conference on
Conference_Location :
Madrid
Print_ISBN :
1-4244-0312-X
DOI :
10.1109/FPL.2006.311299