Three-dimensional measurement of precise shaft parts based on line structured light and deep learning

G Yang, Y Wang - Measurement, 2022 - Elsevier
Line structured light is widely used in three-dimensional measurement of metal parts. The
large curvature and specular reflection on the surface of precise shaft parts make the …

A model of diameter measurement based on the machine vision

Q Tan, Y Kou, J Miao, S Liu, B Chai - Symmetry, 2021 - mdpi.com
If the shaft diameter can be measured in-situ during the finishing process, the closed-loop
control of the shaft diameter processing process can be realized and the machining …

[HTML][HTML] Development of an in-situ laser machining system using a three-dimensional galvanometer scanner

X Li, B Liu, X Mei, W Wang, X Wang, X Li - Engineering, 2020 - Elsevier
In this study, a three-dimensional (3D) in-situ laser machining system integrating laser
measurement and machining was built using a 3D galvanometer scanner equipped with a …

High-accuracy calibration of line-structured light vision sensors using a plane mirror

W Zou, Z Wei, F Liu - Optics Express, 2019 - opg.optica.org
A high-accuracy calibration technique using a white paper and a front coating plane mirror is
proposed in this paper for line-structured light vision sensors. This method shows …

In-process dimension monitoring system for integration of legacy machine tools into the industry 4.0 framework

S Dayam, KA Desai… - Smart and …, 2021 - asmedigitalcollection.asme.org
Manufacturers are implementing sensors, Internet of Things (IoT)-based automation, and
communication devices on shop floors for connecting machine tools to a network-connected …

Research on calibration method of line-structured light based on multiple geometric constraints

C Li, X Xu, Z Ren, S Liu - Applied Sciences, 2023 - mdpi.com
Line-structured light calibration is an important step in the process of the visual
measurement of structured light, and in the calibration process, the light plane equation is …

Real-time monitoring of workpiece diameter during turning by vision method

JK Che, MM Ratnam - Measurement, 2018 - Elsevier
The aim of this work is to develop a real-time method of monitoring the diameter of
workpiece during the turning process without stopping the lathe. A high-resolution webcam …

Vision measuring technology for the position degree of a hole group

S Liu, Y Ge, S Wang, J He, Y Kou, H Bao, Q Tan… - Applied optics, 2023 - opg.optica.org
The hole is one of the most important geometric elements in mechanical parts. The center
distance of a hole group measurement method based on machine vision is proposed for …

Online measurement method for dimensions of disk parts based on machine vision

J Miao, Q Tan, B Sun, J Zhao, S Liu, Y Zhang - PloS one, 2024 - journals.plos.org
Online measurement of disk part dimensions by the standard industrial camera features low
cost, high efficiency and good universality, but the impact of projection distortion and end …

A generalized precision measuring mechanism and efficient signal processing algorithm for the eccentricity of rotary parts

QY Xin, YC Pei, MY Luo, ZQ Wang, L He, JY Liu… - … Systems and Signal …, 2023 - Elsevier
Rotary parts are crucial to transmission equipment. Measuring and analyzing the eccentricity
of rotary parts enables the monitoring of vibrations in machinery, ensures smooth operation …