Browse > Article
http://dx.doi.org/10.9717/kmms.2020.23.6.765

Music Generation Algorithm based on the Color-Emotional Effect of a Painting  

Choi, Hee Ju (School of Computer Science and Engineering, Kyungpook National University)
Hwang, Jung-Hun (School of Convergence & Fusion System Engineering, Kyungpook National University)
Ryu, Shinhye (School of Computer Science and Engineering, Kyungpook National University)
Kim, Sangwook (School of Computer Science and Engineering, Kyungpook National University)
Publication Information
Journal of Korea Multimedia Society / v.23, no.6, 2020 , pp. 765-771 More about this Journal
Abstract
To enable AI(artificial intelligence) to realize visual emotions, it attempts to create music centered on color, an element that causes emotions in paintings. Traditional image-based music production studies have a limitation in playing notes that are unrelated to the picture because of the absence of musical elements. In this paper, we propose a new algorithm to set the group of music through the average color of the picture, and to produce music after adding diatonic code progression and deleting sound using median value. And the results obtained through the proposed algorithm were analyzed.
Keywords
Artificial Emotion; Color-emotional Effect; Synesthesia; Image-color Conversion; Chord Progression;
Citations & Related Records
연도 인용수 순위
  • Reference
1 C. Park, J. Ryu, and J. Sohn, “Robot Emotion Technology,” Electronics and Telecommunications Trends, Vol. 22, No. 2, pp. 1-9, 2007.
2 H. Shim, S. Park, and K. Yoon, "A Study on Method for Extracting Emotion from Painting Based on Color," Journal of Korea Multimedia Society, Vol. 19, No. 4, pp. 717-724, 2016.   DOI
3 S. Ko, "Color-hearing Study according to Pitch and Interval," Meeting of the Korea Digital Media Association, pp. 3-5, 2003.
4 S. Kim and J. Jung, "A Basic Study of the System of Converting Color Image into Sound," Journal of the Korea Institute of Intelligent Systems, Vol. 20, No. 2, pp. 251-256, 2010.   DOI
5 T. Kim and D. Lee, "A Suggestion on the Algorithm for Extraction of Musical Melody by Color Image's HSB Color Information," Journal of the Engineering and Arts Society in Korea, Vol. 4, No. 1, pp. 91-104, 2012.
6 Y. Nam, Intelligent Music Composition over chord P rogression Using Genetic Algorithm and Machine Learning, Doctoral Thesis of Kwangwoon University, 2019.
7 H. Choi, All Human Senses, Booksea Publishing Corporation, Paju-si, 2009.
8 Y, Kim, Understanding the Fundamentals of Music, Yesol Publishing, Seoul, 2010.