Modified deformable parts model for side profile facial feature detection

Conference proceedings article

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Publication Details

Author list: Setthawong P., Vanijja V.

Publisher: Springer Verlag (Germany): Computer Proceedings

Publication year: 2013

Volume number: 409

Start page: 212

End page: 220

Number of pages: 9

ISBN: 9783319037820

ISSN: 1865-0929

URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84897780552&doi=10.1007%2f978-3-319-03783-7_19&partnerID=40&md5=1a471c58265f706d7295e0d165832de7

Languages: English-Great Britain (EN-GB)

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Abstract

Deformable Parts Model(DPM) is a facial feature detection approach. Though the approach is accurate, robust, and works well for a wide range of facial profiles, when faced with a side profile, the typical approach produces less than satisfactory results. This paper discusses about issues faced when attempting to detect facial features on the side profile and proposes modifications to the DPM approach so that it works with detection facial features on side profiles. ฉ Springer International Publishing Switzerland 2013.

Keywords

Deformable parts model, Facial feature detection, Side profile facial feature detection