Fashion meets computer vision: A survey

WH Cheng, S Song, CY Chen, SC Hidayati… - ACM Computing Surveys …, 2021 - dl.acm.org
Fashion is the way we present ourselves to the world and has become one of the world's
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …

Animatable neural radiance fields for modeling dynamic human bodies

S Peng, J Dong, Q Wang, S Zhang… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper addresses the challenge of reconstructing an animatable human model from a
multi-view video. Some recent works have proposed to decompose a non-rigidly deforming …

Neural body: Implicit neural representations with structured latent codes for novel view synthesis of dynamic humans

S Peng, Y Zhang, Y Xu, Q Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper addresses the challenge of novel view synthesis for a human performer from a
very sparse set of camera views. Some recent works have shown that learning implicit …

Fine-grained visual prompting

L Yang, Y Wang, X Li, X Wang… - Advances in Neural …, 2023 - proceedings.neurips.cc
Abstract Vision-Language Models (VLMs), such as CLIP, have demonstrated impressive
zero-shot transfer capabilities in image-level visual perception. However, these models have …

High-resolution virtual try-on with misalignment and occlusion-handled conditions

S Lee, G Gu, S Park, S Choi, J Choo - European Conference on Computer …, 2022 - Springer
Image-based virtual try-on aims to synthesize an image of a person wearing a given clothing
item. To solve the task, the existing methods warp the clothing item to fit the person's body …

Unihcp: A unified model for human-centric perceptions

Y Ci, Y Wang, M Chen, S Tang, L Bai… - Proceedings of the …, 2023 - openaccess.thecvf.com
Human-centric perceptions (eg, pose estimation, human parsing, pedestrian detection,
person re-identification, etc.) play a key role in industrial applications of visual models. While …

Viton-hd: High-resolution virtual try-on via misalignment-aware normalization

S Choi, S Park, M Lee, J Choo - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
The task of image-based virtual try-on aims to transfer a target clothing item onto the
corresponding region of a person, which is commonly tackled by fitting the item to the …

H-nerf: Neural radiance fields for rendering and temporal reconstruction of humans in motion

H Xu, T Alldieck… - Advances in Neural …, 2021 - proceedings.neurips.cc
We present neural radiance fields for rendering and temporal (4D) reconstruction of humans
in motion (H-NeRF), as captured by a sparse set of cameras or even from a monocular …

Dna-rendering: A diverse neural actor repository for high-fidelity human-centric rendering

W Cheng, R Chen, S Fan, W Yin… - Proceedings of the …, 2023 - openaccess.thecvf.com
Realistic human-centric rendering plays a key role in both computer vision and computer
graphics. Rapid progress has been made in the algorithm aspect over the years, yet existing …

Toward fashion intelligence in the big data era: State-of-the-art and future prospects

L Liu, H Zhang, D Zhou, J Shi - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Fashion, as a popular aesthetic expression, is often conveyed in a specific context, in
particular in clothing, footwear, and accessories. Attributed to its enormous economic …