@article{ART003139110},
author={Seo-Hyuck Lee and Jin-san Kim and Jung-Hwan Kim and LEE, HAN JIN},
title={Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={11},
pages={1-10},
doi={10.9708/jksci.2024.29.11.001}
TY - JOUR
AU - Seo-Hyuck Lee
AU - Jin-san Kim
AU - Jung-Hwan Kim
AU - LEE, HAN JIN
TI - Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 11
PB - The Korean Society Of Computer And Information
SP - 1
EP - 10
SN - 1598-849X
AB - This study aims to establish a standard to accurately determine the similarity of the results when web pages are generated automatically using AI technology due to the explosive increase in demand for digital business. The YOLO, SSIM, Jaccard, and ORB techniques presented in previous studies related to the existing image similarity evaluation index generally focused on the partial and morphological similarity between the reference and the derived image. However, with the development of more complex and in-depth digital services based on generative AI, the need for comprehensive similarity analysis and determination methods that reflect the context and structure has emerged. Accordingly, this study proposed and verified a method to obtain ‘Web Structural Similarity (WSS)’ by combining the advantages of SSIM and ORB prior techniques. The research will serve various meaningful implications.
KW - YOLO;Image Similarity;Jaccard;SSIM;ORB;Structural Discrimination
DO - 10.9708/jksci.2024.29.11.001
ER -
Seo-Hyuck Lee, Jin-san Kim, Jung-Hwan Kim and LEE, HAN JIN. (2024). Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms. Journal of The Korea Society of Computer and Information, 29(11), 1-10.
Seo-Hyuck Lee, Jin-san Kim, Jung-Hwan Kim and LEE, HAN JIN. 2024, "Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms", Journal of The Korea Society of Computer and Information, vol.29, no.11 pp.1-10. Available from: doi:10.9708/jksci.2024.29.11.001
Seo-Hyuck Lee, Jin-san Kim, Jung-Hwan Kim, LEE, HAN JIN "Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms" Journal of The Korea Society of Computer and Information 29.11 pp.1-10 (2024) : 1.
Seo-Hyuck Lee, Jin-san Kim, Jung-Hwan Kim, LEE, HAN JIN. Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms. 2024; 29(11), 1-10. Available from: doi:10.9708/jksci.2024.29.11.001
Seo-Hyuck Lee, Jin-san Kim, Jung-Hwan Kim and LEE, HAN JIN. "Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms" Journal of The Korea Society of Computer and Information 29, no.11 (2024) : 1-10.doi: 10.9708/jksci.2024.29.11.001
Seo-Hyuck Lee; Jin-san Kim; Jung-Hwan Kim; LEE, HAN JIN. Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms. Journal of The Korea Society of Computer and Information, 29(11), 1-10. doi: 10.9708/jksci.2024.29.11.001
Seo-Hyuck Lee; Jin-san Kim; Jung-Hwan Kim; LEE, HAN JIN. Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms. Journal of The Korea Society of Computer and Information. 2024; 29(11) 1-10. doi: 10.9708/jksci.2024.29.11.001
Seo-Hyuck Lee, Jin-san Kim, Jung-Hwan Kim, LEE, HAN JIN. Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms. 2024; 29(11), 1-10. Available from: doi:10.9708/jksci.2024.29.11.001
Seo-Hyuck Lee, Jin-san Kim, Jung-Hwan Kim and LEE, HAN JIN. "Research on Improving the Performance of Image based Web Structure Similarity: Combining SSIM and ORB algorithms" Journal of The Korea Society of Computer and Information 29, no.11 (2024) : 1-10.doi: 10.9708/jksci.2024.29.11.001
