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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 …
Taming the power of diffusion models for high-quality virtual try-on with appearance flow
Virtual try-on is a critical image synthesis task that aims to transfer clothes from one image to
another while preserving the details of both humans and clothes. While many existing …
another while preserving the details of both humans and clothes. While many existing …
Dress code: High-resolution multi-category virtual try-on
Image-based virtual try-on strives to transfer the appearance of a clothing item onto the
image of a target person. Existing literature focuses mainly on upper-body clothes (eg t …
image of a target person. Existing literature focuses mainly on upper-body clothes (eg t …
Deep person generation: A survey from the perspective of face, pose, and cloth synthesis
Deep person generation has attracted extensive research attention due to its wide
applications in virtual agents, video conferencing, online shop**, and art/movie …
applications in virtual agents, video conferencing, online shop**, and art/movie …
Single stage virtual try-on via deformable attention flows
Virtual try-on aims to generate a photo-realistic fitting result given an in-shop garment and a
reference person image. Existing methods usually build up multi-stage frameworks to deal …
reference person image. Existing methods usually build up multi-stage frameworks to deal …
Ootdiffusion: Outfitting fusion based latent diffusion for controllable virtual try-on
ULNeF: Untangled layered neural fields for mix-and-match virtual try-on
Recent advances in neural models have shown great results for virtual try-on (VTO)
problems, where a 3D representation of a garment is deformed to fit a target body shape …
problems, where a 3D representation of a garment is deformed to fit a target body shape …
C-vton: Context-driven image-based virtual try-on network
Image-based virtual try-on techniques have shown great promise for enhancing the user-
experience and improving customer satisfaction on fashion-oriented e-commerce platforms …
experience and improving customer satisfaction on fashion-oriented e-commerce platforms …