A Novel Approach to Face Recognition using Image Segmentation based on SPCA-KNN Method

Autor: P. Kamencay, M. Zachariasova, R. Hudec, R. Jarina, M. Benco, J. Hlubik

Publikováno v: Radioengineering, Vol 22, Iss 1, Pp 92-99 (2013)

In this paper we propose a novel method for face recognition using hybrid SPCA-KNN (SIFT-PCA-KNN) approach. The proposed method consists of three parts. The first part is based on preprocessing face images using Graph Based algorithm and SIFT (Scale

Externí odkaz: https://doaj.org/article/eb41f2d125ae4bd3a416457f006281a4

A novel approach to face recognition using image segmentation based on SPCA-KNN method

Autor: Kamencay, Patrik, Zachariasova, Martina, Róbert Hudec, Jarina, Roman, Benco, Miroslav, Hlubik, Jan

Publikováno v: Scopus-Elsevier
Publons
Radioengineering, Vol 22, Iss 1, Pp 92-99 (2013)
Roman Jarina
Róbert Hudec
Radioengineering. 2013, vol. 22, č. 1, s. 92-99. ISSN 1210-2512

In this paper we propose a novel method for face recognition using hybrid SPCA-KNN (SIFT-PCA-KNN) approach. The proposed method consists of three parts. The first part is based on preprocessing face images using Graph Based algorithm and SIFT (Scale

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::10828f9a8aa647a4b98e9cb570b555d4
http://www.scopus.com/inward/record.url?eid=2-s2.0-84876952025&partnerID=MN8TOARS