State of the art on diffusion models for visual computing

R Po, W Yifan, V Golyanik, K Aberman… - Computer Graphics …, 2024 - Wiley Online Library
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …

[HTML][HTML] Tracking and map** in medical computer vision: A review

A Schmidt, O Mohareri, S DiMaio, MC Yip… - Medical Image …, 2024 - Elsevier
As computer vision algorithms increase in capability, their applications in clinical systems
will become more pervasive. These applications include: diagnostics, such as colonoscopy …

Non-rigid neural radiance fields: Reconstruction and novel view synthesis of a dynamic scene from monocular video

E Tretschk, A Tewari, V Golyanik… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract We present Non-Rigid Neural Radiance Fields (NR-NeRF), a reconstruction and
novel view synthesis approach for general non-rigid dynamic scenes. Our approach takes …

Banmo: Building animatable 3d neural models from many casual videos

G Yang, M Vo, N Neverova… - Proceedings of the …, 2022 - openaccess.thecvf.com
Prior work for articulated 3D shape reconstruction often relies on specialized multi-view and
depth sensors or pre-built deformable 3D models. Such methods do not scale to diverse sets …

Neural surface reconstruction of dynamic scenes with monocular rgb-d camera

H Cai, W Feng, X Feng, Y Wang… - Advances in Neural …, 2022 - proceedings.neurips.cc
Abstract We propose Neural-DynamicReconstruction (NDR), a template-free method to
recover high-fidelity geometry and motions of a dynamic scene from a monocular RGB-D …

Lasr: Learning articulated shape reconstruction from a monocular video

G Yang, D Sun, V Jampani, D Vlasic… - Proceedings of the …, 2021 - openaccess.thecvf.com
Remarkable progress has been made in 3D reconstruction of rigid structures from a video or
a collection of images. However, it is still challenging to reconstruct nonrigid structures from …

Ppr: Physically plausible reconstruction from monocular videos

G Yang, S Yang, JZ Zhang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Given monocular videos, we build 3D models of articulated objects and environments
whose 3D configurations satisfy dynamics and contact constraints. At its core, our method …

Mft: Long-term tracking of every pixel

M Neoral, J Šerých, J Matas - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Abstract We propose MFT--Multi-Flow dense Tracker--a novel method for dense, pixel-level,
long-term tracking. The approach exploits optical flows estimated not only between …

Viser: Video-specific surface embeddings for articulated 3d shape reconstruction

G Yang, D Sun, V Jampani, D Vlasic… - Advances in …, 2021 - proceedings.neurips.cc
We introduce ViSER, a method for recovering articulated 3D shapes and dense3D
trajectories from monocular videos. Previous work on high-quality reconstruction of dynamic …

Recent Trends in 3D Reconstruction of General Non‐Rigid Scenes

R Yunus, JE Lenssen, M Niemeyer… - Computer Graphics …, 2024 - Wiley Online Library
Reconstructing models of the real world, including 3D geometry, appearance, and motion of
real scenes, is essential for computer graphics and computer vision. It enables the …