Face Identification Using LBP&LDA Methods

Muhammad Salman, Jun LI, Muhammad Faheem Khakhi, Hassan Hayat
2017 DEStech Transactions on Computer Science and Engineering  
In this paper, we have evaluated the possibility of using database for the task of driver identification in near-ir videos using face recognition techniques. Two texture-based methods are presented to solve this task. The first method utilizes local binary patterns (lbp) combined with local discriminant analysis (lda) to identify subjects while the second method investigates bruteforce template matching for identification purposes. The lbp-method is fast while the template matching method
more » ... to be very time-consuming. Future refinements and extensions are proposed for both methods.
doi:10.12783/dtcse/smce2017/12414 fatcat:g3cmqwgctff73iult3b2zinvie