Real-time Image-based Virtual Try-on with Measurement Garment

被引：0

作者：

Chong, Toby ^{[1
]}

Shen, I-Chao ^{[1
]}

Qian, Yinfei ^{[1
]}

Umetani, Nobuyuki ^{[1
]}

Igarashi, Takeo ^{[1
]}

机构：

[1] Univ Tokyo, Hongo, Tokyo, Japan

来源：

PROCEEDINGS OF SIGGRAPH ASIA 2021 EMERGING TECHNOLOGIES | 2021年

关键词：

Virtual Try-on; Deep image synthesis;

D O I：

10.1145/3476122.3484832

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Virtual try-on technology that replaces a customer's wearing with arbitrary garments can significantly improve the online cloth shopping experience [anonymous 2021; Han et al. 2018; Yang et al. 2020]. In this work, we present a real-time image-based virtual try-on system composed of two parts, i.e., photo-realistic clothed person image synthesis for the customers to experience the try-on result and garment capturing for the retailers to capture the rich deformations of the target garment. Distinguished from previous image-based virtual try-on works, we formulate the problem as a supervised image-to-image translation problem using a measurement garment, and we capture the training data with a custom actuated mannequin.

引用

页数：2

共 50 条

[31] SP-VITON: shape-preserving image-based virtual try-on network
Song, Dan
Li, Tianbao
Mao, Zhendong
Liu, An-An
MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (45-46) : 33757 - 33769
[32] Real-Time Virtual Hair Try-on by 3D Face Tracking
Tang B.
Yang W.
Zhao Y.
Yang B.
Jin J.
Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2021, 33 (09): : 1398 - 1406
[33] Virtual Try-On: Real-Time Interactive Hybrid Network with High-Fidelity
Waqas, Umer
Jeon, Yunwan
Lee, Donghun
THIRTY-EIGTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 21, 2024, : 23847 - 23849
[34] Inpainting-Based Virtual Try-on Network for Selective Garment Transfer
Yu, Li
Zhong, Yueqi
Wang, Xin
IEEE ACCESS, 2019, 7 : 134125 - 134136
[35] WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models
He, Zijian
Chen, Peixin
Wang, Guangrun
Li, Guanbin
Torr, Philip H.S.
Lin, Liang
arXiv,
[36] Virtual Try-On With Garment Self-Occlusion Conditions
Xing, Zhening
Wu, Yuchen
Liu, Si
Di, Shangzhe
Ma, Huimin
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25 : 7323 - 7336
[37] ST-VTON: Self-supervised vision transformer for image-based virtual try-on
Chong, Zheng
Mo, Lingfei
IMAGE AND VISION COMPUTING, 2022, 127
[38] DP-VTON: TOWARD DETAIL-PRESERVING IMAGE-BASED VIRTUAL TRY-ON NETWORK
Chang, Yuan
Peng, Tao
He, Ruhan
Hu, Xinrong
Liu, Junping
Zhang, Zili
Jiang, Minghua
2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 2295 - 2299
[39] Virtual try-on by replacing the person in image
Li, Jun
Zhang, Mingmin
Pan, Zhigeng
Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2015, 27 (09): : 1694 - 1700
[40] FashionOn: Semantic-guided Image-based Virtual Try-on with Detailed Human and Clothing Information
Hsieh, Chia-Wei
Chen, Chieh-Yun
Chou, Chien-Lung
Shuai, Hong-Han
Liu, Jiaying
Cheng, Wen-Huang
PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19), 2019, : 275 - 283

← 1 2 3 4 5 →