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HRAM-VITON: High-Resolution Virtual Try-On with Attention Mechanism

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成果类型:
期刊论文
作者:
Chen, Yue;Liang, Xiaoman;Lin, Mugang;Zhang, Fachao;Zhao, Huihuang
通讯作者:
Liang, XM
作者机构:
[Zhang, Fachao; Liang, Xiaoman; Zhao, Huihuang; Liang, XM; Lin, Mugang; Chen, Yue] Hengyang Normal Univ, Coll Comp Sci & Technol, Hengyang 421002, Peoples R China.
[Liang, Xiaoman; Zhao, Huihuang; Liang, XM; Lin, Mugang] Hunan Prov Key Lab Intelligent Informat Proc & App, Hengyang 421002, Peoples R China.
通讯机构:
[Liang, XM ] H
Hengyang Normal Univ, Coll Comp Sci & Technol, Hengyang 421002, Peoples R China.
Hunan Prov Key Lab Intelligent Informat Proc & App, Hengyang 421002, Peoples R China.
语种:
英文
关键词:
Virtual try-on;attention mechanism;high-resolution;image generation
期刊:
计算机、材料和连续体(英文)
ISSN:
1546-2218
年:
2025
卷:
82
期:
2
页码:
2753-2768
机构署名:
本校为第一且通讯机构
院系归属:
计算机科学与技术学院
摘要:
The objective of image-based virtual try-on is to seamlessly integrate clothing onto a target image, generating a realistic representation of the character in the specified attire. However, existing virtual try-on methods frequently encounter challenges, including misalignment between the body and clothing, noticeable artifacts, and the loss of intricate garment details. To overcome these challenges, we introduce a two-stage high-resolution virtual try-on framework that integrates an attention mechanism, comprising a garment warping stage and an image generation stage. During the garment warpi...

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