论文标题
WG-VITON：佩戴guide虚拟试穿顶部和底部衣服
WG-VITON: Wearing-Guide Virtual Try-On for Top and Bottom Clothes
论文作者
论文摘要
对虚拟试验（Viton）的研究已显示出它们在利用生成神经网络来探索时尚产品方面的有效性，而对Viton的一些最新研究试图综合鉴于多种类型的服装（例如，顶部和底部衣服）的人类形象。但是，当更换目标人的顶部和底部衣服时，可以通过一定的衣服组合使用多种佩戴款式。在本文中，当同时更换模型的顶部和底部衣服时，我们解决了佩戴风格的差异问题。我们介绍了佩戴的指南Viton（即WG-Viton），该Viton利用额外的输入二进制掩码来控制生成的图像的佩戴型。我们的实验表明，WG-Viton有效地生成了佩戴顶部和底部衣服的模型的图像，并创建了复杂的佩戴款式，例如部分塞在底部到底部
Studies of virtual try-on (VITON) have been shown their effectiveness in utilizing the generative neural network for virtually exploring fashion products, and some of recent researches of VITON attempted to synthesize human image wearing given multiple types of garments (e.g., top and bottom clothes). However, when replacing the top and bottom clothes of the target human, numerous wearing styles are possible with a certain combination of the clothes. In this paper, we address the problem of variation in wearing style when simultaneously replacing the top and bottom clothes of the model. We introduce Wearing-Guide VITON (i.e., WG-VITON) which utilizes an additional input binary mask to control the wearing styles of the generated image. Our experiments show that WG-VITON effectively generates an image of the model wearing given top and bottom clothes, and create complicated wearing styles such as partly tucking in the top to the bottom
