三维表面扫描技术捕获外耳比较数据集

包含16名成人双耳使用三种设备扫描的数据,评估精度和效率,为小耳畸形修复提供低成本3D扫描方案。

Mendeley Data
2024-06-25 更新
浏览 18
医学影像3D scanningphotogrammetryadvanced manufacturingmicrotiaear reconstructionear prosthesis
Comparison of three-dimensional surface scanning techniques for capturing the external ear

基本信息

模态
医学影像
大小
0.002726153 GB
许可
CC BY 4.0
创建/更新时间
2024-06-25
版本
v1

资源简介

三维表面扫描技术捕获外耳比较数据集

【一句话概览】

本数据集是 figshare 公开的影像数据集,收录 2 个文件、合计 2.73 MB,主题涵盖 3D scanning、photogrammetry、advanced manufacturing、microtia、ear reconstruction,可用于医学图像分割、检测与分类模型的训练与评测,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Comparison of three-dimensional surface scanning techniques for capturing the external ear》。配套论文《Comparison of three-dimensional surface scanning techniques for capturing the external ear》发表于 Virtual and Physical Prototyping(2018),DOI:10.1080/17452759.2018.1493803。项目资助方:This work was supported by Advance Queensland (PhD Top Up Scholarship); Cecilia Kilkeary Foundation (2016); MTP Connect: [Grant Number PRJ2016-38].。源站首次发布:2018-07-09。

【数据内容】

源站原始描述:Congenital facial anomalies, such as microtia (malformation of the external ear), lead to significant psychosocial effects starting from early childhood. Three-dimensional (3D) scanning and advanced manufacturing are being investigated as a cheaper and more personalised method of fabricating reconstructive treatments for patients compared to traditional approaches. To date, most case studies have used expensive 3D scanners, yet, there is potential for low-cost devices to provide comparable resul…

【数据结构与技术规格】

文件数 2 个,合计 2.73 MB。nvpp_a_1493803_sm1372.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,2.70 MB。nvpp_a_1493803_sm1371.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,22.62 KB。数据集 DOI:10.6084/m9.figshare.6792098.v1。

【主题与分类】

源站学科分类:Space Science、Biological Sciences not elsewhere classified、Science Policy。主题标签:3D scanning、photogrammetry、advanced manufacturing、microtia、ear reconstruction、ear prosthesis。

【适用方向】

影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。

【获取与许可】

源站页面:https://tandf.figshare.com/articles/dataset/Comparison_of_three-dimensional_surface_scanning_techniques_for_capturing_the_external_ear/6792098

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Comparison of three-dimensional surface scanning techniques for capturing the external ear. Taylor & Francis. Ross, Maureen T.; Cruz, Rena; Brooks-Richards, Trent L.; M. Hafner, Louise; Powell, Sean K.; Woodruff, Maria A

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "nvpp_a_1493803_sm1372.docx" "https://ndownloader.figshare.com/files/12354758"
curl -L -o "nvpp_a_1493803_sm1371.docx" "https://ndownloader.figshare.com/files/12354761"

文件清单

  • nvpp_a_1493803_sm1372.docx(2.70 MB)
  • nvpp_a_1493803_sm1371.docx(22.62 KB)

文件总体积 2.73 MB(源站 API 实测)。

数据说明

Congenital facial anomalies, such as microtia (malformation of the external ear), lead to significant psychosocial effects starting from early childhood. Three-dimensional (3D) scanning and advanced manufacturing are being investigated as a cheaper and more personalised method of fabricating reconstructive treatments for patients compared to traditional approaches. To date, most case studies have used expensive 3D scanners, yet, there is potential for low-cost devices to provide comparable results. This study aimed to investigate these different approaches. Both ears of 16 adult participants were scanned with three devices: Artec Spider (Artec Group), Intel® RealSense™ (Intel), and the Apple iPhone® 7 (Apple Inc.) combined with photogrammetry using 90, 60 and 30 photographs. The scanning time, processing time, accuracy, completeness, resolution and repeatability of each technique were assessed using the Artec Spider as a reference scanner. Our results show that the iPhone had the longest processing time however, this decreased nine-fold when reducing the number of photos from 90 to 30. There was no significant difference in the accuracy, completeness or repeatability of the iPhone scans with 90 photographs (1.4 ± 0.6 mm, 79.9%, 1.0 ± 0.1 mm), 60 photographs (1.2 ± 0.2, 79.3%, 0.9 ± 0.2 mm) or 30 photographs (1.2 ± 0.3 mm, 74.3%, 1.0 ± 0.2 mm). The Intel RealSesne performed significantly worse in each parameter (1.8 ± 03 mm; 46.6%, 1.4 ± 0.5). Additionally, the RealSense had significantly lower resolution with not enough detail captured for the application. These results demonstrate that the ear can be accurately 3D scanned using iPhone photographs. We would recommend capturing between 30 and 60 photographs of the ear to create a scan that is accurate but without the downfall of long processing time. Using these methods we aim to provide a more comfortable setting for the patient and a lower-cost and more personalised ear prosthesis.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.6792098.v1(source: https://tandf.figshare.com/articles/dataset/Comparison_of_three-dimensional_surface_scanning_techniques_for_capturing_the_external_ear/6792098)。

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