Research of computer image aesthetics’ classification and assessment based on support vector machine

DOI

10.2991/icmmct-16.2016.22How to use a DOI?

Keywords

Support vector machine, Computer image aesthetics; Classification, Evaluation.

Abstract

Computer image aesthetics is an interdisciplinary research field, which covering visual arts, psychology, information theory and other disciplines. And it depends on the image processing and computer vision to solve specific problems. This paper will design a comprehensive computer image aesthetic evaluation model, containing aesthetic categories and scores prediction, which will be realized by SVM classifier and SVR algorithm. Experiments show that the model’s experimental results are in conformity with human aesthetic perception results.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jian-liang Xiong
AU  - Yan-mei Yang
PY  - 2016/03
DA  - 2016/03
TI  - Research of computer image aesthetics’ classification and assessment based on support vector machine
BT  - Proceedings of the 2016 4th International Conference on Machinery, Materials and Computing Technology
PB  - Atlantis Press
SP  - 115
EP  - 120
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmmct-16.2016.22
DO  - 10.2991/icmmct-16.2016.22
ID  - Xiong2016/03
ER  -