Efficient Measurement of Key-Cap Flatness for Computer Keyboards With a Multi-Line Structured Light Imaging Approach

平坦度(宇宙学) 结构光 计算机科学 计算机视觉 钥匙(锁) 校准 人工智能 计算机硬件 数学 宇宙学 计算机安全 量子力学 统计 物理
作者
Huisi Miao,Changyan Xiao,Min Wei,Yucheng Li
出处
期刊:IEEE Sensors Journal [IEEE Sensors Council]
卷期号:19 (21): 10087-10098 被引量:14
标识
DOI:10.1109/jsen.2019.2928148
摘要

A computer keyboard is an important human-machine interaction device. A key-cap and a keyboard are flexibly connected, and its assembly quality, especially flatness, is crucial. In manufacturing quality control, the requirement for assembly quality of keyboards is quite strict, where the flatness measurement of key-caps is a key link. In this paper, an apparatus based on multi-line structured light imaging, and machine vision is designed for online rapid detection of key-cap flatness, is proposed. First, a novel 3D measurement scheme is presented to replace the complete 3D surface reconstruction of conventional methods. Then, an array of cameras with a perspective projection transformation matrix calibration approach is adopted to expand the scanning range of the 3D sensor for large-scale and high-resolution target imaging. In addition, a multi-step image processing is applied to accurately extract the centerline of the projected fringes on a key-cap with printed character, which indirectly helps to improve the measurement accuracy. Finally, a sparse sampling flatness estimation algorithm is proposed to improve the detection efficiency. According to experiments in real production lines, our apparatus can achieve a detection accuracy of 99.74% for various computer keyboards.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
格子发布了新的文献求助30
刚刚
刚刚
1秒前
1秒前
lin完成签到,获得积分10
1秒前
1秒前
芋头发布了新的文献求助10
2秒前
2秒前
踏实的流沙完成签到 ,获得积分10
2秒前
2秒前
丘比特应助Mark采纳,获得10
2秒前
3秒前
kunnao完成签到,获得积分10
3秒前
快乐的废物完成签到,获得积分10
3秒前
小安完成签到,获得积分10
3秒前
你好发布了新的文献求助10
3秒前
dudu完成签到,获得积分20
4秒前
4秒前
4秒前
yue完成签到,获得积分10
4秒前
lin发布了新的文献求助10
4秒前
junge应助清新的幻儿采纳,获得10
4秒前
Heather完成签到,获得积分10
5秒前
傅宣完成签到,获得积分10
5秒前
5秒前
5秒前
谨慎妙菡发布了新的文献求助10
5秒前
Albert完成签到,获得积分10
5秒前
李优秀完成签到,获得积分10
6秒前
汉堡包应助阿尔卑斯采纳,获得10
6秒前
6秒前
宋十一完成签到,获得积分10
6秒前
丘比特应助bobo采纳,获得10
6秒前
意义发布了新的文献求助10
7秒前
7秒前
欻欻欻发布了新的文献求助10
7秒前
fu完成签到,获得积分10
7秒前
剑痕完成签到 ,获得积分10
7秒前
Naodali关注了科研通微信公众号
7秒前
充电宝应助hhhhhh采纳,获得10
7秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
The recovery-stress questionnaires : user manual 800
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7258067
求助须知:如何正确求助?哪些是违规求助? 8880119
关于积分的说明 18760635
捐赠科研通 6938477
什么是DOI,文献DOI怎么找? 3201248
关于科研通互助平台的介绍 2375276
邀请新用户注册赠送积分活动 2177051