@article{ART002974332},
author={KIM, TAEKOOK},
title={Implementation of Hair Style Recommendation System Based on Big data and Deepfakes},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2023},
volume={9},
number={3},
pages={13-19},
doi={10.20465/KIOTS.2023.9.3.013}
TY - JOUR
AU - KIM, TAEKOOK
TI - Implementation of Hair Style Recommendation System Based on Big data and Deepfakes
JO - Journal of Internet of Things and Convergence
PY - 2023
VL - 9
IS - 3
PB - The Korea Internet of Things Society
SP - 13
EP - 19
SN - 2466-0078
AB - In this paper, we investigated the implementation of a hairstyle recommendation system based on big data and deepfake technology. The proposed hairstyle recommendation system recognizes the facial shapes based on the user's photo (image). Facial shapes are classified into oval, round, and square shapes, and hairstyles that suit each facial shape are synthesized using deepfake technology and provided as videos. Hairstyles are recommended based on big data by applying the latest trends and styles that suit the facial shape. With the image segmentation map and the Motion Supervised Co-Part Segmentation algorithm, it is possible to synthesize elements between images belonging to the same category (such as hair, face, etc.). Next, the synthesized image with the hairstyle and a pre-defined video are applied to the Motion Representations for Articulated Animation algorithm to generate a video animation. The proposed system is expected to be used in various aspects of the beauty industry, including virtual fitting and other related areas. In future research, we plan to study the development of a smart mirror that recommends hairstyles and incorporates features such as Internet of Things (IoT) functionality.
KW - Big data;Internet of Things (IoT);Deepfake;Hairstyle;Artificial Intelligence (AI)
DO - 10.20465/KIOTS.2023.9.3.013
ER -
KIM, TAEKOOK. (2023). Implementation of Hair Style Recommendation System Based on Big data and Deepfakes. Journal of Internet of Things and Convergence, 9(3), 13-19.
KIM, TAEKOOK. 2023, "Implementation of Hair Style Recommendation System Based on Big data and Deepfakes", Journal of Internet of Things and Convergence, vol.9, no.3 pp.13-19. Available from: doi:10.20465/KIOTS.2023.9.3.013
KIM, TAEKOOK "Implementation of Hair Style Recommendation System Based on Big data and Deepfakes" Journal of Internet of Things and Convergence 9.3 pp.13-19 (2023) : 13.
KIM, TAEKOOK. Implementation of Hair Style Recommendation System Based on Big data and Deepfakes. 2023; 9(3), 13-19. Available from: doi:10.20465/KIOTS.2023.9.3.013
KIM, TAEKOOK. "Implementation of Hair Style Recommendation System Based on Big data and Deepfakes" Journal of Internet of Things and Convergence 9, no.3 (2023) : 13-19.doi: 10.20465/KIOTS.2023.9.3.013
KIM, TAEKOOK. Implementation of Hair Style Recommendation System Based on Big data and Deepfakes. Journal of Internet of Things and Convergence, 9(3), 13-19. doi: 10.20465/KIOTS.2023.9.3.013
KIM, TAEKOOK. Implementation of Hair Style Recommendation System Based on Big data and Deepfakes. Journal of Internet of Things and Convergence. 2023; 9(3) 13-19. doi: 10.20465/KIOTS.2023.9.3.013
KIM, TAEKOOK. Implementation of Hair Style Recommendation System Based on Big data and Deepfakes. 2023; 9(3), 13-19. Available from: doi:10.20465/KIOTS.2023.9.3.013
KIM, TAEKOOK. "Implementation of Hair Style Recommendation System Based on Big data and Deepfakes" Journal of Internet of Things and Convergence 9, no.3 (2023) : 13-19.doi: 10.20465/KIOTS.2023.9.3.013
