Integrating complete gabor filter to the random forest classification algorithm for face recognition

• Main Authors: See, Yuen Chark, Mohd. Noor, Norliza
• Format: Article
• Language: English
• Published: Taylor's University 2019
• Subjects: T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/id/eprint/89071/1/NorlizaMohdNoor2019_IntegratingCompleteGaborFiltertotheRandom.pdf; http://eprints.utm.my/id/eprint/89071/; https://www.scopus.com/record/display.uri?eid=2-s2.0-85071391993&origin=resultslist&sort=plf-f&src=s&st1=

Local feature approach to face recognition such as Local Binary Pattern (LBP) and Gabor has demonstrated to be an excellent facial descriptor. However, due to the large dimension features generated from the Gabor filter, the computation time for feature extraction is lengthy. Likewise, LBP generates...