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- Title
of Face Using Linear Wavelets.
- Authors
Mohan, M. Chandra; Kumar, V. Vijaya; Sujatha, B.
- Abstract
The present paper proposes a novel scheme of adulthood classification of a mugshot facial image into a child and adult based on the face geometric properties using 1-level linear wavelet decomposition technique. The feature parameters of the present approach are computed, on wavelet transformed images, from facial distance features (FDF). From these FDF's the present paper evaluates various Facial Feature parameters (FFP). From these FFP's Adulthood Classification Parameters (ACP) are evaluated. The experimental evidence on FG-NET aging database and Google Images clearly indicates the high classification rate of the proposed method. The recognition rates between various linear wavelet transforms and with the original image are compared.
- Subjects
FACE perception; WAVELETS (Mathematics); IDENTIFICATION photographs; FACIAL expression; DECOMPOSITION method; DISCRIMINANT analysis; HARMONIC analysis (Mathematics)
- Publication
International Journal of Signal & Image Processing, 2010, Vol 1, Issue 3, p211
- ISSN
1737-9253
- Publication type
Article