Precise 3D Lug Pose Detection Sensor for Automatic Robot Welding Using a Structured-Light Vision System

霍夫变换 人工智能 计算机视觉 姿势 计算机科学 机器人 图像传感器 直线(几何图形) 结构光 图像(数学) 数学 几何学
作者
Jae Byung Park,Seung Hun Lee,Il Jae Lee
出处
期刊:Sensors [MDPI AG]
卷期号:9 (9): 7550-7565 被引量:28
标识
DOI:10.3390/s90907550
摘要

In this study, we propose a precise 3D lug pose detection sensor for automatic robot welding of a lug to a huge steel plate used in shipbuilding, where the lug is a handle to carry the huge steel plate. The proposed sensor consists of a camera and four laser line diodes, and its design parameters are determined by analyzing its detectable range and resolution. For the lug pose acquisition, four laser lines are projected on both lug and plate, and the projected lines are detected by the camera. For robust detection of the projected lines against the illumination change, the vertical threshold, thinning, Hough transform and separated Hough transform algorithms are successively applied to the camera image. The lug pose acquisition is carried out by two stages: the top view alignment and the side view alignment. The top view alignment is to detect the coarse lug pose relatively far from the lug, and the side view alignment is to detect the fine lug pose close to the lug. After the top view alignment, the robot is controlled to move close to the side of the lug for the side view alignment. By this way, the precise 3D lug pose can be obtained. Finally, experiments with the sensor prototype are carried out to verify the feasibility and effectiveness of the proposed sensor.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
1秒前
keliya完成签到 ,获得积分10
1秒前
浮游应助悦書采纳,获得10
1秒前
丘比特应助朴实雪兰采纳,获得10
1秒前
北城南笙发布了新的文献求助10
2秒前
4秒前
JJy发布了新的文献求助10
4秒前
Wawoo发布了新的文献求助10
5秒前
北城南笙完成签到,获得积分10
6秒前
8秒前
9秒前
9秒前
10秒前
桐桐应助小付采纳,获得10
11秒前
WilliamTT完成签到,获得积分10
11秒前
TIANRU发布了新的文献求助10
11秒前
香蕉诗蕊应助xueyu采纳,获得30
13秒前
我是老大应助net80yhm采纳,获得10
14秒前
css1997完成签到,获得积分10
15秒前
认真沅完成签到,获得积分10
15秒前
15秒前
15秒前
16秒前
刘gg发布了新的文献求助10
16秒前
在水一方应助LuckyM采纳,获得10
17秒前
任性雪糕完成签到 ,获得积分10
17秒前
18秒前
震动的坤完成签到,获得积分10
19秒前
香蕉觅云应助开元采纳,获得10
19秒前
19秒前
TIANRU完成签到,获得积分10
20秒前
20秒前
21秒前
chen完成签到 ,获得积分10
23秒前
木木完成签到,获得积分10
23秒前
Ikejima发布了新的文献求助10
24秒前
小熊宝宝完成签到,获得积分20
24秒前
xueyu给xueyu的求助进行了留言
25秒前
25秒前
26秒前
高分求助中
(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
List of 1,091 Public Pension Profiles by Region 1601
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 800
Biology of the Reptilia. Volume 21. Morphology I. The Skull and Appendicular Locomotor Apparatus of Lepidosauria 620
A Guide to Genetic Counseling, 3rd Edition 500
Laryngeal Mask Anesthesia: Principles and Practice. 2nd ed 500
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5557364
求助须知:如何正确求助?哪些是违规求助? 4642491
关于积分的说明 14668208
捐赠科研通 4583880
什么是DOI,文献DOI怎么找? 2514433
邀请新用户注册赠送积分活动 1488796
关于科研通互助平台的介绍 1459413