Best face detection algorithms

asked 2015-10-20 19:00:56 -0600

DSYR
26 ●1 ●3

updated 2016-09-14 19:24:05 -0600

sturkmen

6772 ●3 ●48 ●79 https://github.com/stu...

Is there any other algorithms for face detection other than viola jones , or viola jones are the best algorithm out of every algorithm regarding face detection ? Because as far i am studying about it , i studied that viola jones need straight front face to detect the image but what if some one has a bit different angle towards camera ? or different lighting condition ? or if someone changes his/her hairstyle ? wear glasses of different shapes, So which algorithm is better in the scenario where we face such things. Thank you

answered 2015-10-21 02:25:32 -0600

albertofernandez
3259 ●6 ●39 ●56 https://es.linkedin.co...

updated 2015-10-21 04:06:06 -0600

See for example PICO

N. Markus, M. Frljak, I. S. Pandzic, J. Ahlberg and R. Forchheimer, "Object Detection with Pixel Intensity Comparisons Organized in Decision Trees", http://arxiv.org/abs/1305.4537

implementation: https://github.com/nenadmarkus/pico

image description

Also, you can see here (http://vis-www.cs.umass.edu/fddb/resu...) a face detection data set and benchmarks. Based on the ROC curves, best two algorithms seem to be (if I'm not wrong):

Faceness(From Facial Parts Responses to Face Detection: A Deep Learning Approach http://arxiv.org/pdf/1509.06451.pdf)
DP2MFD(A Deep Pyramid Deformable Part Model for Face Detection http://arxiv.org/pdf/1508.04389v1.pdf)

(both based on deep learning)

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Thank you for your reply, I am trying this algorithm sample as well, but its not working on its output path when i give it to 'D:\' . Can you please just guide me on it

DSYR ( 2015-12-08 14:40:55 -0600 )edit

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