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Deep learning in virtual try-on: A comprehensive survey
Virtual try-on technology has gained significant importance in the retail industry due to its
potential to transform the way customers interact with products and make purchase …
potential to transform the way customers interact with products and make purchase …
Artificial intelligence in business-to-customer fashion retail: A literature review
Many industries, including healthcare, banking, the auto industry, education, and retail, have
already undergone significant changes because of artificial intelligence (AI). Business-to …
already undergone significant changes because of artificial intelligence (AI). Business-to …
Ladi-vton: Latent diffusion textual-inversion enhanced virtual try-on
The rapidly evolving fields of e-commerce and metaverse continue to seek innovative
approaches to enhance the consumer experience. At the same time, recent advancements …
approaches to enhance the consumer experience. At the same time, recent advancements …
Texture-preserving diffusion models for high-fidelity virtual try-on
Image-based virtual try-on is an increasingly important task for online shop**. It aims to
synthesize images of a specific person wearing a specified garment. Diffusion model-based …
synthesize images of a specific person wearing a specified garment. Diffusion model-based …
Perceptual artifacts localization for image synthesis tasks
Recent advancements in deep generative models have facilitated the creation of photo-
realistic images across various tasks. However, these generated images often exhibit …
realistic images across various tasks. However, these generated images often exhibit …
[HTML][HTML] FICE: Text-conditioned fashion-image editing with guided GAN inversion
Fashion-image editing is a challenging computer-vision task where the goal is to incorporate
selected apparel into a given input image. Most existing techniques, known as Virtual Try-On …
selected apparel into a given input image. Most existing techniques, known as Virtual Try-On …
Exfacegan: Exploring identity directions in gan's learned latent space for synthetic identity generation
Deep generative models have recently presented impressive results in generating realistic
face images of random synthetic identities. To generate multiple samples of a certain …
face images of random synthetic identities. To generate multiple samples of a certain …
Cloth interactive transformer for virtual try-on
The 2D image-based virtual try-on has aroused increased interest from the multimedia and
computer vision fields due to its enormous commercial value. Nevertheless, most existing …
computer vision fields due to its enormous commercial value. Nevertheless, most existing …
[HTML][HTML] StyleVTON: A multi-pose virtual try-on with identity and clothing detail preservation
Virtual try-on models have been developed using deep learning techniques to transfer
clothing product images onto a candidate. While previous research has primarily focused on …
clothing product images onto a candidate. While previous research has primarily focused on …
Greatness in simplicity: Unified self-cycle consistency for parser-free virtual try-on
Image-based virtual try-on tasks remain challenging, primarily due to inherent complexities
associated with non-rigid garment deformation modeling and strong feature entanglement of …
associated with non-rigid garment deformation modeling and strong feature entanglement of …