Local descriptors in application to the aging problem in face recognition

作者:

Highlights:

• We compare local descriptors used in face recognition in the context of aging.

• We present the results for different age groups.

• Various similarity measures are used for classification purposes.

• Descriptors combined with Gabor wavelet images are tested.

摘要

•We compare local descriptors used in face recognition in the context of aging.•We present the results for different age groups.•Various similarity measures are used for classification purposes.•Descriptors combined with Gabor wavelet images are tested.

论文关键词:Face recognition,Face detection,Aging process,Local descriptors,Local binary patterns,Gabor wavelets

论文评审过程:Received 8 June 2012, Revised 16 January 2013, Accepted 13 March 2013, Available online 29 March 2013.

论文官网地址:https://doi.org/10.1016/j.patcog.2013.03.010