Zobrazeno 1 - 10
of 483
pro vyhledávání: '"Kocur, P."'
This paper investigates various methods of representing 3D rotations and their impact on the learning process of deep neural networks. We evaluated the performance of ResNet18 networks for 3D rotation estimation using several rotation representations
Externí odkaz:
http://arxiv.org/abs/2410.10350
Estimating the relative pose between two cameras is a fundamental step in many applications such as Structure-from-Motion. The common approach to relative pose estimation is to apply a minimal solver inside a RANSAC loop. Highly efficient solvers exi
Externí odkaz:
http://arxiv.org/abs/2410.05984
Publikováno v:
Proceedings of the 27th Computer Vision Winter Workshop CVWW (2024) 29-37
The goal of this paper is to assess the impact of noise in 3D camera-captured data by modeling the noise of the imaging process and applying it on synthetic training data. We compiled a dataset of specifically constructed scenes to obtain a noise mod
Externí odkaz:
http://arxiv.org/abs/2402.16514
This paper focuses on increasing the resolution of depth maps obtained from 3D cameras using structured light technology. Two deep learning models FDSR and DKN are modified to work with high-resolution data, and data pre-processing techniques are imp
Externí odkaz:
http://arxiv.org/abs/2311.07432
Teeth segmentation is an essential task in dental image analysis for accurate diagnosis and treatment planning. While supervised deep learning methods can be utilized for teeth segmentation, they often require extensive manual annotation of segmentat
Externí odkaz:
http://arxiv.org/abs/2311.07398
Outdoor advertising, such as roadside billboards, plays a significant role in marketing campaigns but can also be a distraction for drivers, potentially leading to accidents. In this study, we propose a pipeline for evaluating the significance of roa
Externí odkaz:
http://arxiv.org/abs/2311.07390
Autor:
Tzamos, Charalambos, Kocur, Viktor, Barath, Daniel, Haladova, Zuzana Berger, Sattler, Torsten, Kukelova, Zuzana
We study challenging problems of estimating the relative pose of three cameras and propose novel efficient solutions to the configurations (1) of four points in three calibrated cameras (the 4p3v problem), and (2) of four points in three cameras with
Externí odkaz:
http://arxiv.org/abs/2303.16078
Publikováno v:
Journal of Education, Health and Sport, Vol 68 (2024)
Introduction and Aim. Premature skin aging results from both intrinsic and extrinsic factors, requiring a comprehensive management strategy. This review evaluates current and emerging approaches for preventing and treating premature skin aging, focus
Externí odkaz:
https://doaj.org/article/a4848a1fc0304ecdb37af5c227819fae
Publikováno v:
Problemy Pielęgniarstwa, Vol 31, Iss 3, Pp 128-132 (2023)
Externí odkaz:
https://doaj.org/article/59cefac3faa34f05be211a4befb9e348
An automated robotic system needs to be as robust as possible and fail-safe in general while having relatively high precision and repeatability. Although deep learning-based methods are becoming research standard on how to approach 3D scan and image
Externí odkaz:
http://arxiv.org/abs/2112.09598