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http://dx.doi.org/10.5392/JKCA.2018.18.02.178

Study on the Development of Program for Measuring Preference of Portrait based on Sensibility  

Lee, Chang-Seop (중앙대학교 첨단영상대학원 영상학과)
Har, Dong-Hwan (중앙대학교 융합공학부)
Publication Information
The Journal of the Korea Contents Association / v.18, no.2, 2018 , pp. 178-187 More about this Journal
Abstract
This study aimed to develop a model of the program for automation measuring the preference of the portraits based on the relationship between the image quality factors and the preferences in the portraits for manufacturers aiming at high utilization of the users. in order to proceed with the evaluation, the image quality measurement was divided into objective and subjective items, and the evaluation was done through image processing and statistical methods. the image quality measurement items can be divided into objective evaluation items and subjective evaluation items. RSC Contrast, Dynamic Range and Noise were selected for the objective evaluation items, and the numerical values were statistically analyzed and evaluated through the program. Exposure, Color Tone, composition of person, position of person, and out of focus were selected for subjective evaluation items and evaluated by image processing method. By applying objective and subjective assessment items, the results were very accurate, with the results obtained by the developed program and the results of the actual visual inspection. but since the currently developed program can be evalua ted only after facial recognition of the person, future research will need to develop a program that can evaluate all kinds of portraits.
Keywords
Image Quality; Preference; Portrait; Sensibility Estimation;
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Times Cited By KSCI : 1  (Citation Analysis)
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