MultiScan: Scalable RGBD scanning for 3D environments with articulated objects

Y Mao, Y Zhang, H Jiang, A Chang… - Advances in neural …, 2022 - proceedings.neurips.cc
We introduce MultiScan, a scalable RGBD dataset construction pipeline leveraging
commodity mobile devices to scan indoor scenes with articulated objects and web-based …

Command-driven articulated object understanding and manipulation

R Chu, Z Liu, X Ye, X Tan, X Qi… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present Cart, a new approach towards articulated-object manipulations by human
commands. Beyond the existing work that focuses on inferring articulation structures, we …

Opdmulti: Openable part detection for multiple objects

X Sun, H Jiang, M Savva, AX Chang - arXiv preprint arXiv:2303.14087, 2023 - arxiv.org
Openable part detection is the task of detecting the openable parts of an object in a single-
view image, and predicting corresponding motion parameters. Prior work investigated the …

OPDMulti: Openable Part Detection for Multiple Objects

X Sun, H Jiang, M Savva… - … Conference on 3D Vision …, 2024 - ieeexplore.ieee.org
Openable part detection is the task of detecting the openable parts of an object in a single-
view image and predicting corresponding motion parameters. Prior work investigated the …

Articulated Motion-Aware NeRF for 3D Dynamic Appearance and Geometry Reconstruction by Implicit Motion States

Y Shi, Y Tao, M Yang, Y Liu, L Yi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We propose a self-supervised approach for 3D dynamic reconstruction of articulated
motions based on Generative Adversarial Networks and Neural Radiance Fields. Our …

Multi-body SE (3) equivariance for unsupervised rigid segmentation and motion estimation

JX Zhong, TY Cheng, Y He, K Lu… - Advances in …, 2024 - proceedings.neurips.cc
A truly generalizable approach to rigid segmentation and motion estimation is fundamental
to 3D understanding of articulated objects and moving scenes. In view of the closely …

Holistic Understanding of 3D Scenes as Universal Scene Description

AM Halacheva, Y Miao, JN Zaech, X Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
3D scene understanding is a long-standing challenge in computer vision and a key
component in enabling mixed reality, wearable computing, and embodied AI. Providing a …