People’s Choice Demo Runner-up Award at Mobisys 2024.

At MobiSys 2024, my team won the People's Choice Demo Runner-up Award for our Virtual Try-on. 😄

Demo: On-Device Video Virtual Try-On for Mobile Shopping [pdf]

Dongha Ahn, Dong-Sig Kang, Eunsu Baek, and Hyung-Sin Kim
In Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services, Minato-ku, Tokyo, Japan, Jun 2024

Virtual try-on (VTO) superimposes clothing over user image or video, enhancing online shopping experience. On-device VTO can preserve user privacy but most VTO techniques cannot be run on resource-constrained devices due to excessive computation overhead. In this demo, we demonstrate a novel Android application for on-device video VTO referring to MIRROR, the state-of-the-art mobile VTO system. The application minimizes video generation time by splitting the process into two phases, achieving 0.76 minutes to convert 10-second-long video on Galaxy S24 Ultra. Our application was evaluated as 78.5 score (above average) in SUS usability test. A companion video is provided at: https://youtu.be/YTExc8W5BzM.

My lab colleagues and I had a great time at MobiSys 2024 in Tokyo, Japan.

Demo video

Citation

@inproceedings{10.1145/3643832.3661842,
author = {Ahn, Dongha and Kang, Dong-Sig and Baek, Eunsu and Kim, Hyung-Sin},
title = {Demo: On-Device Video Virtual Try-On for Mobile Shopping},
year = {2024},
isbn = {9798400705816},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3643832.3661842},
doi = {10.1145/3643832.3661842},
abstract = {Virtual try-on (VTO) superimposes clothing over user image or video, enhancing online shopping experience. On-device VTO can preserve user privacy but most VTO techniques cannot be run on resource-constrained devices due to excessive computation overhead. In this demo, we demonstrate a novel Android application for on-device video VTO referring to MIRROR, the state-of-the-art mobile VTO system. The application minimizes video generation time by splitting the process into two phases, achieving 0.76 minutes to convert 10-second-long video on Galaxy S24 Ultra. Our application was evaluated as 78.5 score (above average) in SUS usability test. A companion video is provided at: https://youtu.be/YTExc8W5BzM},
booktitle = {Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services},
pages = {610–611},
numpages = {2},
keywords = {virtual try-on, video, mobile system, on-device computing},
location = {<conf-loc>, <city>Minato-ku, Tokyo</city>, <country>Japan</country>, </conf-loc>},
series = {MOBISYS '24}
}