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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
DATA MINING OF FACIAL FEATURES USING RANDOM FOREST ALGORITHM FOR PERSON CLASSIFICATION
Authors
Shweta Shirpurkar, Dr. (Mrs).R. A. Ingolikar
Keywords
Person classification, facial feature extraction, random forest algorithm, data mining
Abstract
This paper deals with the person classification using data mining of facial features using Random forest algorithm. The geometric features such as distance between two eyes (Deyes), distance between left eye and centre of nose (DLN), distance between right eye and centre of nose (DRN), mouth length (ML) and lips (DLips) portions are extracted. The mathematical model of these extracted features is formed. The extracted features will be taken as input variables of the decision trees. The forest of various decision trees is created. Further, random forest classification algorithm is used for classification of the face patterns. Growing an ensemble of decision trees and allowing them to vote for the most popular class, can produce significant increase in classification accuracy for person classification.
IJCRT's Publication Details
Unique Identification Number - IJPUB1801339
Paper ID - 183733
Page Number(s) - 2112 - 2119
Pubished in - Volume 6 | Issue 1 | March 2018
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Shweta Shirpurkar, Dr. (Mrs).R. A. Ingolikar , "DATA MINING OF FACIAL FEATURES USING RANDOM FOREST ALGORITHM FOR PERSON CLASSIFICATION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 1, pp.2112 - 2119, March 2018, Available at :http://www.ijcrt.org/papers/IJPUB1801339.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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