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face recognition using SURF

asked 2014-09-16 03:01:23 -0600

rosy gravatar image

updated 2020-10-27 18:21:50 -0600

I am doing project on Real time face recognition from CCTV cameras. Now I want to know, can I use SURF for face recognition purpose ans is it give good recognition results. Since my requirements are, I want to recognize people who have specs,mustache,beard. Can anyone give me a good suggestion to proceed my project. Thank you.

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plz respond..

rosy gravatar imagerosy ( 2014-09-16 05:07:03 -0600 )edit

Do you have stable background ?

FLY gravatar imageFLY ( 2014-09-16 06:38:16 -0600 )edit

Post new thread please , Ask it as new question , its not related to your old question. Thanks

FLY gravatar imageFLY ( 2014-09-22 12:27:45 -0600 )edit

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answered 2014-09-16 06:28:45 -0600

FLY gravatar image

updated 2014-09-16 06:47:12 -0600

Yes I think if you know that you need to detect a specific person having mustache , beard . Like It should detect every person having mustache and beard then I think your going right , Surf help you in it , But lets wait for some expert opinion as well . I think as I use it with SVM it give me some good results with recognition . You need to train data with SURF as well using SVM.

Do you have stable background ? I think you need some experiments too because It's hard to predict result of such programs in real world applications (if your making real world application). Because it depends on many factors, such as implementation of modules, training set, camera model and so on.

It's not so hard to change detector/classifier to other one. They all have approximately similar interfaces.

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Now am using only SURF to extract features from face. So what is next step after extracting features?

rosy gravatar imagerosy ( 2014-09-17 05:27:18 -0600 )edit

Your not using BOW or SVM or any other algo with it ?

FLY gravatar imageFLY ( 2014-09-17 12:13:53 -0600 )edit

No..I am using SURF only.

rosy gravatar imagerosy ( 2014-09-17 22:53:45 -0600 )edit

Can you help me with how you got the CCTV footage in python opencv

piyushfs gravatar imagepiyushfs ( 2018-12-16 23:53:05 -0600 )edit

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Asked: 2014-09-16 03:01:23 -0600

Seen: 904 times

Last updated: Sep 16 '14