|Table of Contents|

Research on Image Aesthetic uation Algorithm Based on Multi-Index Fusion(PDF)

《南京师大学报（自然科学版）》[ISSN:1001-4616/CN:32-1239/N]

Issue:
2021年04期
Page:
94-101
Research Field:
·计算机科学与技术·
Publishing date:

Info

Title:
Research on Image Aesthetic uation Algorithm Based on Multi-Index Fusion
Author(s):
Zhu Rui1; Wang Meili1; 2; 3
(1.College of Information Engineering Northwest A&F University,Xianyang 712100,China)(2.Key Laboratory of Agricultural Internet of Things,Ministry of Agriculture,Xianyang 712100,China)(3.Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service,Xianyang 712100,China)
Keywords:
character images; aesthetic uation; aesthetic feature; index fusion
PACS:
TP391
DOI:
10.3969/j.issn.1001-4616.2021.04.012
Abstract:
This paper proposes a computable method to uate the aesthetic value of character images according to human vision and aesthetic habits. Image uation indicators are extracted based on technical characteristics,perceptual characteristics and social characteristics.An aesthetic uation model is built based on the integration of these indicators. The influence factors of various indicators are determined by online investigation,thus realizing the automatic uation of the aesthetic feeling of character images. The experimental results on character image aesthetic quality uation data set of CUHK(CUHKPQ)show that the accuracy rate of the proposed method can reach 98.05%,and the uation results of each index are clear and intuitive,which can play a guiding role improving the image aesthetic quality from various perspectives.By integrating the model into the mobile phone application program,users can carry out aesthetic uation and scoring on a plurality of portrait photos and select the photos retained or deleted the unwanted ones according to the scoring result,thus simplifying the user operation.

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Last Update: 2021-12-15