A review of synthetic image data and its use in computer vision
Development of computer vision algorithms using convolutional neural networks and deep
learning has necessitated ever greater amounts of annotated and labelled data to produce …
learning has necessitated ever greater amounts of annotated and labelled data to produce …
[PDF][PDF] Smart fashion: A review of AI applications in virtual try-on & fashion synthesis
SO Mohammadi, A Kalhor - Journal of Artificial Intelligence, 2021 - researchgate.net
The rapid progress of computer vision, machine learning, and artificial intelligence
combined with the current growing urge for online shopping systems opened an excellent …
combined with the current growing urge for online shopping systems opened an excellent …
Tryongan: Body-aware try-on via layered interpolation
KM Lewis, S Varadharajan… - ACM Transactions on …, 2021 - dl.acm.org
Given a pair of images---target person and garment on another person---we automatically
generate the target person in the given garment. Previous methods mostly focused on …
generate the target person in the given garment. Previous methods mostly focused on …
Bidirectionally deformable motion modulation for video-based human pose transfer
Video-based human pose transfer is a video-to-video generation task that animates a plain
source human image based on a series of target human poses. Considering the difficulties …
source human image based on a series of target human poses. Considering the difficulties …
Sifu: Side-view conditioned implicit function for real-world usable clothed human reconstruction
Creating high-quality 3D models of clothed humans from single images for real-world
applications is crucial. Despite recent advancements accurately reconstructing humans in …
applications is crucial. Despite recent advancements accurately reconstructing humans in …
Animatable neural radiance fields from monocular rgb videos
We present animatable neural radiance fields (animatable NeRF) for detailed human avatar
creation from monocular videos. Our approach extends neural radiance fields (NeRF) to the …
creation from monocular videos. Our approach extends neural radiance fields (NeRF) to the …
Single-image 3d human digitization with shape-guided diffusion
We present an approach to generate a 360-degree view of a person with a consistent, high-
resolution appearance from a single input image. NeRF and its variants typically require …
resolution appearance from a single input image. NeRF and its variants typically require …
3d-aware semantic-guided generative model for human synthesis
Abstract Generative Neural Radiance Field (GNeRF) models, which extract implicit 3D
representations from 2D images, have recently been shown to produce realistic images …
representations from 2D images, have recently been shown to produce realistic images …
Sora as an agi world model? a complete survey on text-to-video generation
Text-to-video generation marks a significant frontier in the rapidly evolving domain of
generative AI, integrating advancements in text-to-image synthesis, video captioning, and …
generative AI, integrating advancements in text-to-image synthesis, video captioning, and …
Collecting the puzzle pieces: Disentangled self-driven human pose transfer by permuting textures
Human pose transfer synthesizes new view (s) of a person for a given pose. Recent work
achieves this via self-reconstruction, which disentangles a person's pose and texture …
achieves this via self-reconstruction, which disentangles a person's pose and texture …