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Fashion meets computer vision: A survey
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 …
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …
Animatable neural radiance fields for modeling dynamic human bodies
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 …
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
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 …
very sparse set of camera views. Some recent works have shown that learning implicit …
Fine-grained visual prompting
Abstract Vision-Language Models (VLMs), such as CLIP, have demonstrated impressive
zero-shot transfer capabilities in image-level visual perception. However, these models have …
zero-shot transfer capabilities in image-level visual perception. However, these models have …
High-resolution virtual try-on with misalignment and occlusion-handled conditions
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
particular in clothing, footwear, and accessories. Attributed to its enormous economic …