Face identification from one single sample face image
2004 (English)In: ICIP: 2004 international conference on image processing, vols 1-5, New York: IEEE conference proceedings, 2004, Vol. 2, 1401-1404 p.Conference paper (Refereed)Text
This paper is addressing a challenging face recognition problem: Face Identification From One Single Face Image. We present a novel approach to face identification, which is capable to identify a person from face images that are significantly different from the sample image in terms of illumination, camera view angles and expressions, The approach is based on a new measurement of dissimilarily between the two face images. A person is identified based on the smallest dissimilarity, which is the Summation of the dissimilarilies of all pairs of observations extracted from the face image on both vertical and horizontal directions. Our experiment results tested on both the AR face database and the CMU PIE face database show that the proposed method outperforms the PCA, LDA, LFA based approaches.
Place, publisher, year, edition, pages
New York: IEEE conference proceedings, 2004. Vol. 2, 1401-1404 p.
, IEEE International Conference on Image Processing (ICIP), ISSN 1522-4880
IdentifiersURN: urn:nbn:se:umu:diva-122189DOI: 10.1109/ICIP.2004.1419764ISI: 000228043501173ISBN: 0-7803-8554-3OAI: oai:DiVA.org:umu-122189DiVA: diva2:938177
International Conference on Image Processing (ICIP 2004), OCT 24-27, 2004, Singapore, SINGAPORE