亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

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
隐形曼青应助nanmu采纳,获得10
2秒前
6秒前
优秀的邪欢完成签到 ,获得积分10
7秒前
Alicia完成签到 ,获得积分10
10秒前
汉堡包应助成就鹤采纳,获得10
10秒前
11秒前
LYC完成签到,获得积分10
13秒前
852应助rrrrr采纳,获得10
16秒前
17秒前
22秒前
wanci应助勤恳的搬砖人采纳,获得10
23秒前
csccscscs发布了新的文献求助10
23秒前
在水一方应助LZH采纳,获得10
27秒前
rrrrr发布了新的文献求助10
27秒前
墨绾菩提应助子辛采纳,获得10
30秒前
Kao应助dy采纳,获得10
32秒前
lmei完成签到 ,获得积分10
32秒前
LXx完成签到 ,获得积分10
32秒前
33秒前
38秒前
敬业乐群完成签到,获得积分10
39秒前
abou发布了新的文献求助10
40秒前
成就鹤发布了新的文献求助10
43秒前
43秒前
小丹er完成签到 ,获得积分10
43秒前
SIREN完成签到,获得积分10
46秒前
星辰大海应助Pluto采纳,获得10
49秒前
49秒前
李爱国应助科研通管家采纳,获得10
50秒前
bkagyin应助科研通管家采纳,获得10
50秒前
FashionBoy应助科研通管家采纳,获得10
50秒前
wanci应助Jodie采纳,获得50
51秒前
51秒前
慢无墓地完成签到 ,获得积分10
52秒前
54秒前
FashionBoy应助吴彦祖采纳,获得10
55秒前
贱小贱完成签到,获得积分0
57秒前
LZH发布了新的文献求助10
59秒前
情怀应助成就鹤采纳,获得10
1分钟前
rrrrr完成签到,获得积分10
1分钟前
高分求助中
Ideology and Meaning-Making under the Putin Regime 750
Prompt Engineering for Clinicians: Harnessing AI in Everyday Medical Practice 600
Handbook of Luminescence Dating 500
Safety Pharmacology 500
《KNN基无铅压电陶瓷电学性能优化与物理机理研究》 500
Introduction to Industrial/Organizational Psychology 400
Advances in Design and Control Robust Adaptive Control: Deadzone-Adapted Disturbance Suppression 400
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 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6926749
求助须知:如何正确求助?哪些是违规求助? 8615424
关于积分的说明 18276560
捐赠科研通 6346976
什么是DOI,文献DOI怎么找? 3072132
关于科研通互助平台的介绍 2105225
邀请新用户注册赠送积分活动 2049283