e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers 2020

Apr 2021 - Volume 12, Issue 2
Deadline: 15 Mar 2021
Publication: 20 Apr 2021

Jun 2021 - Volume 12, Issue 3
Deadline: 15 May 2021
Publication: 20 Jun 2021

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ABSTRACT

Title : Deductive learning approaches for Face Recognition by using Gabor Feature
Authors : M.Shanmuganathan, T.Nalini
Keywords : Weka, Gabor filter, K NN, ARRF format, FEP.
Issue Date : Jan-Feb 2021
Abstract :
Artificial Intelligence (AI) offers a vital role in refining the well- being of human in many areas. Recently in the field of face recognition, these have some limitations, exclusively when faces are in different poses or have different levels of illumination, or when the face is blurred. This research focuses to produce the optimal solutions for the face recognition. The parameter k is 6 the model produces the highest accuracy value which is 84.67% accuracy level. The highest precision value is 84.67% while applying the parameter k is 1.The highest recall value is 86.68% which is produced by while applying the parameter k=6, the lowest recall value is 68.77% while applying the parameter k=9. The model takes more time to build the model when applying the parameter k=10 and very low time consumption model is k=8 which is recommended this system for optimal solutions.
Page(s) : 217-225
ISSN : 0976-5166
Source : Vol. 12, No.1
PDF : Download
DOI : 10.21817/indjcse/2021/v12i1/211201251