dear fellow researchers,
I am working with person recognition in outdoor surveillance. I ve one doubt that can i use local binary pattern feature for person recognition in outdoor environments .
please let me know
Yes in my opinion you can use 2D local binary pattern with uniform component in your problem. Becuse lbp performs well against intensity change and robust to illumünation variation. Yet, you should consider the computation cost if you are dealing with video surveilance. It would be better adopt strategy that apply lbp not on every frame but for example on nth frame.
Dear Venkata,
You should consider the computation cost if you are dealing with video surveillance products. You can check what same products with cheap prices are already available in your market, then check which technology are used , later you can have a decision where to go further and expand.
Hope thats help
It is proved in literature that LBP features can be used for face detection and recognition. You can find rich literature for face detection.
In work [1], LBP-Haar Multi-Feature is proposed for Pedestrian Detection. You also have to consider computation cost for real time video surveillance.
hope thats help.
References:
[1] Thiyagarajan, B. V., Mayur, A., Ravina, B., & Akilesh, G. (2015, December). LBP-Haar Multi-Feature Pedestrian Detection for Auto-Braking and Steering Control System. In Computational Intelligence and Communication Networks (CICN), 2015 International Conference on (pp. 1527-1531). IEEE.
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