%Aigaion2 BibTeX export from Idiap Publications %Sunday 22 December 2024 04:07:15 AM @TECHREPORT{Marcel02-49IRR, author = {Marcel, S{\'{e}}bastien}, projects = {Idiap}, title = {Robust Face Verification using Skin Color and Neural Networks}, type = {Idiap-RR}, number = {Idiap-RR-49-2002}, year = {2002}, institution = {IDIAP}, abstract = {The performance of face verification systems has steadily improved over the last few years. State-of-the-art methods often use the gray-scale face image as input. In this paper, we use an additional feature to the face image: the skin color. The feature set is tested on a benchmark database, namely XM2VTS, using a simple discriminant artificial neural network. Results show that the proposed model achieves robust state-of-the-art results.}, pdf = {https://publications.idiap.ch/attachments/reports/2002/rr02-49.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/2002/rr02-49.ps.gz}, ipdinar={2002}, ipdmembership={vision}, language={English}, }