Computer- Generated Image Identification Based on Image Gradient
Authors
Haiyu Li, Yanjun Sun
Corresponding Author
Haiyu Li
Available Online April 2015.
- DOI
- 10.2991/isrme-15.2015.84How to use a DOI?
- Keywords
- computer- generated image;natural image; image identification
- Abstract
In consideration about human eyes’ incapability of computer- generated image identification, this thesis proposes an identification algorithm that uses image gradient in difference analysis between texture of computer generated images and natural images; image gradient is an efficient image detail presentation, which is feature that the algorithm takes advantage of for characteristic value collection and further categorization with SVM classifier. Test results indicate that the algorithm proposed in this thesis is capable of efficient identification on computer- generated image and real images.
- Copyright
- © 2015, 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/).
Cite this article
TY - CONF AU - Haiyu Li AU - Yanjun Sun PY - 2015/04 DA - 2015/04 TI - Computer- Generated Image Identification Based on Image Gradient BT - Proceedings of the 2015 International Conference on Intelligent Systems Research and Mechatronics Engineering PB - Atlantis Press SP - 394 EP - 397 SN - 1951-6851 UR - https://doi.org/10.2991/isrme-15.2015.84 DO - 10.2991/isrme-15.2015.84 ID - Li2015/04 ER -