Gen6d: Generalizable model-free 6-dof object pose estimation from rgb images

Y Liu, Y Wen, S Peng, C Lin, X Long, T Komura… - … on Computer Vision, 2022 - Springer
In this paper, we present a generalizable model-free 6-DoF object pose estimator called
Gen6D. Existing generalizable pose estimators either need the high-quality object models or …

Cross-modal learning for image-guided point cloud shape completion

E Aiello, D Valsesia, E Magli - Advances in Neural …, 2022 - proceedings.neurips.cc
In this paper we explore the recent topic of point cloud completion, guided by an auxiliary
image. We show how it is possible to effectively combine the information from the two …

Rnnpose: 6-dof object pose estimation via recurrent correspondence field estimation and pose optimization

Y Xu, KY Lin, G Zhang, X Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
6-DoF object pose estimation from a monocular image is a challenging problem, where a
post-refinement procedure is generally needed for high-precision estimation. In this paper …

Sparse Multi-Object Render-and-Compare

F Langer, I Budvytis, R Cipolla - arXiv preprint arXiv:2310.11184, 2023 - arxiv.org
Reconstructing 3D shape and pose of static objects from a single image is an essential task
for various industries, including robotics, augmented reality, and digital content creation …

In-situ joint light and medium estimation for underwater color restoration

D Nakath, M She, Y Song… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
The majority of Earth's surface is situated in the deep sea and thus remains deprived of
natural light. Such adverse underwater environments have to be explored with powerful …

Personalized 3D Human Pose and Shape Refinement

T Wehrbein, B Rosenhahn… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recently, regression-based methods have dominated the field of 3D human pose and
shape estimation. Despite their promising results, a common issue is the misalignment …

Extreme Two-View Geometry From Object Poses with Diffusion Models

Y Sun, C Sun, Y Liu, Y Ma, SM Yiu - arXiv preprint arXiv:2402.02800, 2024 - arxiv.org
Human has an incredible ability to effortlessly perceive the viewpoint difference between two
images containing the same object, even when the viewpoint change is astonishingly vast …

Category-level pose retrieval with contrastive features learnt with occlusion augmentation

G Kouros, S Shrivastava, C Picron, S Nagesh… - arXiv preprint arXiv …, 2022 - arxiv.org
Pose estimation is usually tackled as either a bin classification or a regression problem. In
both cases, the idea is to directly predict the pose of an object. This is a non-trivial task due …

Acoustic camera pose refinement using differentiable rendering

C Wu, Y Wang, Y Ji, H Tsuchiya… - 2023 IEEE/SICE …, 2023 - ieeexplore.ieee.org
Acoustic cameras, also known as 2D forward looking sonars, show high reliability in
underwater environments as they can produce high resolution images even if the …

[引用][C] Shape and Pose Estimation of Rigid Objects from a Single RGB Image

F Langer