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author:

Chen, Chin-Ling (Chen, Chin-Ling.) [1] | Huang, Qing-Yang (Huang, Qing-Yang.) [2] | Zhou, Ming (Zhou, Ming.) [3] | Huang, Der-Chen (Huang, Der-Chen.) [4] | Liu, Ling-Chun (Liu, Ling-Chun.) [5] | Deng, Yong-Yuan (Deng, Yong-Yuan.) [6]

Indexed by:

EI Scopus SCIE

Abstract:

When people observe pictures, different pictures will generate different emotions, and the painters often convey emotional energy to the audience through the media. Through the effect of this emotional transfer, people get emotional satisfaction psychologically, and the author can better express the emotion he needs to express by using the principle. For those who do not know art appreciation, it is difficult to accurately describe the feelings brought by pictures and describe them accurately. It is also difficult to quickly and accurately find the picture of the corresponding feeling sought by oneself. This paper presents a quantitative picture emotion analysis method. Based on the analysis of the characteristics and colors of the pictures that arouse people's emotions, the classification planning is carried out in RGB space and HSV color space respectively. And the combination analysis of the color features with strong influence is carried out to select a more appropriate color space for the expression of human feelings. At the same time, the paper also discusses the effect of the black-and-white filling and the brightness saturation of the image. Finally, it makes use of the corresponding design principles to carry out a quantitative analysis of the emotion generated by it. The system performs a combined analysis of a picture from these directions and presents the results to the user.

Keyword:

Color classification Color psychology Emotion analysis Picture recognition

Community:

  • [ 1 ] [Chen, Chin-Ling]Changchun Sci Tech Univ, Sch Informat Engn, Changchun 130600, Jilin, Peoples R China
  • [ 2 ] [Chen, Chin-Ling]Chaoyang Univ Technol, Dept Comp Sci & Informat Engn, Taichung 413310, Taiwan
  • [ 3 ] [Deng, Yong-Yuan]Chaoyang Univ Technol, Dept Comp Sci & Informat Engn, Taichung 413310, Taiwan
  • [ 4 ] [Huang, Qing-Yang]Fuzhou Univ, Xiamen Acad Arts & Design, Xiamen 361024, Fujian, Peoples R China
  • [ 5 ] [Zhou, Ming]Xiamen Univ Technol, Sch Comp & Informat Engn, Xiamen 361024, Fujian, Peoples R China
  • [ 6 ] [Huang, Der-Chen]Natl Chung Hsing Univ, Dept Comp Sci & Engn, Taichung 402, Taiwan
  • [ 7 ] [Liu, Ling-Chun]Natl Chung Hsing Univ, Dept Comp Sci & Engn, Taichung 402, Taiwan

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Source :

MULTIMEDIA TOOLS AND APPLICATIONS

ISSN: 1380-7501

Year: 2023

3 . 0

JCR@2023

3 . 0 0 0

JCR@2023

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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