Gm-nerf: Learning generalizable model-based neural radiance fields from multi-view images

J Chen, W Yi, L Ma, X Jia, H Lu - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
In this work, we focus on synthesizing high-fidelity novel view images for arbitrary human
performers, given a set of sparse multi-view images. It is a challenging task due to the large …

Novel-view synthesis and pose estimation for hand-object interaction from sparse views

W Qu, Z Cui, Y Zhang, C Meng, C Ma… - Proceedings of the …, 2023 - openaccess.thecvf.com
Hand-object interaction understanding and the barely addressed novel view synthesis are
highly desired in the immersive communication, whereas it is challenging due to the high …

Neural radiance fields: Past, present, and future

A Mittal - arxiv preprint arxiv:2304.10050, 2023 - arxiv.org
The various aspects like modeling and interpreting 3D environments and surroundings have
enticed humans to progress their research in 3D Computer Vision, Computer Graphics, and …

Neural-ABC: neural parametric models for articulated body with clothes

H Chen, Y Yao, J Zhang - IEEE Transactions on Visualization …, 2024 - ieeexplore.ieee.org
In this article, we introduce Neural-ABC, a novel parametric model based on neural implicit
functions that can represent clothed human bodies with disentangled latent spaces for …

Dynamic multi-view scene reconstruction using neural implicit surface

D Chen, H Lu, I Feldmann, O Schreer… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Reconstructing general dynamic scenes is important for many computer vision and graphics
applications. Recent works represent the dynamic scene with neural radiance fields for …

3D human avatar reconstruction with neural fields: A recent survey

M Gu, J Li, Y Wu, H Luo, J Zheng, X Bai - Image and Vision Computing, 2025 - Elsevier
Abstract 3D human avatar reconstruction aims to reconstruct the 3D geometric shape and
appearance of the human body from various data inputs, such as images, videos, and depth …

A survey of 3D human body reconstruction from single and multiple camera views

N Wilser, F Cordier, Y Maillot - International Journal of Image and …, 2024 - World Scientific
In today's digital realm, where the metaverse, virtual reality, and video games converge, the
importance of 3D human body reconstruction methods is undeniable. These techniques are …

InceptionHuman: Controllable Prompt-to-NeRF for Photorealistic 3D Human Generation

S Kao, X Liu, YW Tai, CK Tang - arxiv preprint arxiv:2311.16499, 2023 - arxiv.org
This paper presents InceptionHuman, a prompt-to-NeRF framework that allows easy control
via a combination of prompts in different modalities (eg, text, poses, edge, segmentation …

Accelerating Human Avatar Creation: Pose-dependent Hybrid Representations for Efficient Rendering of Clothed Human Avatars

Z Qian - 2023 - research-collection.ethz.ch
We investigate the problem of efficient reconstruction and modeling of clothed human
avatars from sparse multi-view and monocular videos. Existing state-of-the-art methods are …