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ICPR
2010
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A Comparative Study of Facial Landmark Localization Methods for Face Recognition Using HOG Descriptors

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A Comparative Study of Facial Landmark Localization Methods for Face Recognition Using HOG Descriptors
This paper compares several approaches to extract facial landmarks and studies their influence on face recognition problems. In order to obtain fair comparisons, we use the same number of facial landmarks and the same type of descriptors (HOG descriptors) for each approach. The comparative results are obtained using FERET and FRGC datasets and show that better recognition rates are obtained when landmarks are located at real facial fiducial points. However, if the automatic detection of these landmarks is compromised by the difficulty of the images, better results are obtained using fixed landmarks grids.
David Monzo, Alberto Albiol, Antonio Albiol, Jose
Added 12 Jan 2011
Updated 12 Jan 2011
Type Journal
Year 2010
Where ICPR
Authors David Monzo, Alberto Albiol, Antonio Albiol, Jose M. Mossi
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