Nerf: Neural radiance field in 3d vision, a comprehensive review

K Gao, Y Gao, H He, D Lu, L Xu, J Li - ar** research problem in artificial
intelligence. The ability to perceive transparent objects enables robots to achieve higher …

Wonder3d: Single image to 3d using cross-domain diffusion

X Long, YC Guo, C Lin, Y Liu, Z Dou… - Proceedings of the …, 2024 - openaccess.thecvf.com
In this work we introduce Wonder3D a novel method for generating high-fidelity textured
meshes from single-view images with remarkable efficiency. Recent methods based on the …

One-2-3-45: Any single image to 3d mesh in 45 seconds without per-shape optimization

M Liu, C Xu, H **, L Chen… - Advances in Neural …, 2023 - proceedings.neurips.cc
Single image 3D reconstruction is an important but challenging task that requires extensive
knowledge of our natural world. Many existing methods solve this problem by optimizing a …

pixelsplat: 3d gaussian splats from image pairs for scalable generalizable 3d reconstruction

D Charatan, SL Li, A Tagliasacchi… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce pixelSplat a feed-forward model that learns to reconstruct 3D radiance fields
parameterized by 3D Gaussian primitives from pairs of images. Our model features real-time …

One-2-3-45++: Fast single image to 3d objects with consistent multi-view generation and 3d diffusion

M Liu, R Shi, L Chen, Z Zhang, C Xu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advancements in open-world 3D object generation have been remarkable with
image-to-3D methods offering superior fine-grained control over their text-to-3D …

Scannet++: A high-fidelity dataset of 3d indoor scenes

C Yeshwanth, YC Liu, M Nießner… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present ScanNet++, a large-scale dataset that couples together capture of high-quality
and commodity-level geometry and color of indoor scenes. Each scene is captured with a …

Mvsplat: Efficient 3d gaussian splatting from sparse multi-view images

Y Chen, H Xu, C Zheng, B Zhuang, M Pollefeys… - … on Computer Vision, 2024 - Springer
We introduce MVSplat, an efficient model that, given sparse multi-view images as input,
predicts clean feed-forward 3D Gaussians. To accurately localize the Gaussian centers, we …

Omniobject3d: Large-vocabulary 3d object dataset for realistic perception, reconstruction and generation

T Wu, J Zhang, X Fu, Y Wang, J Ren… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recent advances in modeling 3D objects mostly rely on synthetic datasets due to the lack of
large-scale real-scanned 3D databases. To facilitate the development of 3D perception …

Dynibar: Neural dynamic image-based rendering

Z Li, Q Wang, F Cole, R Tucker… - Proceedings of the …, 2023 - openaccess.thecvf.com
We address the problem of synthesizing novel views from a monocular video depicting a
complex dynamic scene. State-of-the-art methods based on temporally varying Neural …