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A survey of non‐rigid 3D registration
Non‐rigid registration computes an alignment between a source surface with a target
surface in a non‐rigid manner. In the past decade, with the advances in 3D sensing …
surface in a non‐rigid manner. In the past decade, with the advances in 3D sensing …
A survey of synthetic data augmentation methods in machine vision
A Mumuni, F Mumuni, NK Gerrar - Machine Intelligence Research, 2024 - Springer
The standard approach to tackling computer vision problems is to train deep convolutional
neural network (CNN) models using large-scale image datasets that are representative of …
neural network (CNN) models using large-scale image datasets that are representative of …
Structured local radiance fields for human avatar modeling
It is extremely challenging to create an animatable clothed human avatar from RGB videos,
especially for loose clothes due to the difficulties in motion modeling. To address this …
especially for loose clothes due to the difficulties in motion modeling. To address this …
Photorealistic monocular 3d reconstruction of humans wearing clothing
We present PHORHUM, a novel, end-to-end trainable, deep neural network methodology for
photorealistic 3D human reconstruction given just a monocular RGB image. Our pixel …
photorealistic 3D human reconstruction given just a monocular RGB image. Our pixel …
X-avatar: Expressive human avatars
We present X-Avatar, a novel avatar model that captures the full expressiveness of digital
humans to bring about life-like experiences in telepresence, AR/VR and beyond. Our …
humans to bring about life-like experiences in telepresence, AR/VR and beyond. Our …
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 …
[PDF][PDF] Learning a model of facial shape and expression from 4D scans.
Learning a model of facial shape and expression from 4D scans Page 1 Learning a model
of facial shape and expression from 4D scans TIANYE LI∗†, University of Southern …
of facial shape and expression from 4D scans TIANYE LI∗†, University of Southern …
Tex2shape: Detailed full human body geometry from a single image
We present a simple yet effective method to infer detailed full human body shape from only a
single photograph. Our model can infer full-body shape including face, hair, and clothing …
single photograph. Our model can infer full-body shape including face, hair, and clothing …
Video based reconstruction of 3d people models
This paper describes how to obtain accurate 3D body models and texture of arbitrary people
from a single, monocular video in which a person is moving. Based on a parametric body …
from a single, monocular video in which a person is moving. Based on a parametric body …
Deepcap: Monocular human performance capture using weak supervision
Human performance capture is a highly important computer vision problem with many
applications in movie production and virtual/augmented reality. Many previous performance …
applications in movie production and virtual/augmented reality. Many previous performance …