Improve the efficiency of HOG for people detection

asked 2017-06-05 07:45:29 -0600

Oshin gravatar image

Hie,

I'm looking for ways to improve the performance and efficiency of HOG for people detection. The current peopledetector function results in quite a few false positives and some false negatives when I give an input video. Is there any method to improve it ? Or should I go with training?

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The best way to improve efficiency of people detection is to go find out what is being done that is better than HOG, rather than trying to magically improve a 15-year old method.

Start with https://arxiv.org/pdf/1602.01237.pdf

Pedro Batista gravatar imagePedro Batista ( 2017-06-05 09:06:01 -0600 )edit

Thanks for your suggestion.

Oshin gravatar imageOshin ( 2017-06-06 23:52:11 -0600 )edit
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