Abstract

SHARIF, M. et al. Enhanced and Fast Face Recognition by Hashing Algorithm. J. appl. res. technol [online]. 2012, vol.10, n.4, pp.607-617. ISSN 2448-6736.

This paper presents a face hashing technique for fast face recognition. The proposed technique employs the two existing algorithms, i.e., 2-D discrete cosine transformation and K-means clustering. The image has to go through different pre-processing phases and the two above-mentioned algorithms must be used in order to obtain the hash value of the face image. The searching process is increased by introducing a modified form of binary search. A new database architecture called Facebases has also been introduced to further speedup the searching process.

Keywords : DCT; K-means; Facebases; database; hashing; recognition.

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