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Visual interactive image clustering: a target-independent approach for configuration optimization in machinevision measurement Research Article

Lvhan PAN, Guodao SUN, Baofeng CHANG, Wang XIA, Qi JIANG, Jingwei TANG, Ronghua LIANG

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 3, Pages 355-372 doi: 10.1631/FITEE.2200547

Abstract: The core of data processing is the explainable measurement of the relationships among images using the

Keywords： Machine vision measurement Lighting scheme design Parameter optimization Visual interactive image

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Machine vision-based automatic fruit quality detection and grading

Frontiers of Agricultural Science and Engineering doi: 10.15302/J-FASE-2023532

Abstract:

● A machine vision-based prototype system was developed for fruit grading

Keywords： Computer and machine vision convolution neural network deep learning defective fruit detection fruit

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Research and application of visual location technology for solder paste printing based on machine vision

Luosi WEI, Zongxia JIAO

Frontiers of Mechanical Engineering 2009, Volume 4, Issue 2, Pages 184-191 doi: 10.1007/s11465-009-0034-9

Abstract: Using machine vision technology to complete the location mission is new and very efficient.This paper presents an integrated visual location system for solder paste printing based on machine vision

Keywords： machine vision visual location solder paste printing VisionPro

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Ultrasonic measurement of tie-bar stress for die-casting machine

Frontiers of Mechanical Engineering doi: 10.1007/s11465-021-0663-1

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Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring Review

Billie F. Spencer Jr.,Vedhus Hoskere,Yasutaka Narazaki

Engineering 2019, Volume 5, Issue 2, Pages 199-222 doi: 10.1016/j.eng.2018.11.030

Abstract:

Computer vision techniques, in conjunction with acquisition through remote cameras and unmanned aerialThis paper provides an overview of recent advances in computer vision techniques as they apply to theIn particular, relevant research in the fields of computer vision, machine learning, and structural engineeringThe monitoring applications discussed include static measurement of strain and displacement, as wellas dynamic measurement of displacement for modal analysis.

Keywords： Structural inspection and monitoring Artificial intelligence Computer vision Machine learning Optical

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Engineering in the Field of Vision of Philosophy

Yin Ruiyu

Strategic Study of CAE 2008, Volume 10, Issue 3, Pages 4-8

Abstract:

Through a study on materialist conception of history, it is indicated that engineering is a basic practical activity during humanity existence and development, and always a direct productivity at different historical periods. The engineering activity appeared before science activity. It is also believed that the knowledge and activity which relates to nature should be divided into three components of science, technology and engineering.The main characters of the science activity are "exploration" and "discovery" , the main characters of the technology activity are "invention" and " innovation" , and the main characters of the engineering activity are "integration" and " construction" . From a point of view of modern knowledge, a related knowledge chain (knowledge network) exists among science-technology-engineering-industry. The relationship between engineering and industry is more direct and closes.The engineering is a practical activity of humanity for maintaining existence, multiplication and development, and constructing "homeland" and "living" well, and is also an embodiment of human wisdom and seeked "ideal" . From a point of view of philosophy, the result of the engineering activity usually embodies in constructing a new existence, i.e. an integrator of optimized construction under a certain boundary condition. Engineering integration contains various technical element integration, and also contains optimization-integration of technical element and basic elements of economics, society and management under a certain condition.Under a condition of new century, engineering is an important field of innovation activity, should be a new field of philosophy consideration. The transcendence of philosophy and engineering exists various "intermingling" and "merging" . Therefore, engineering needs philosophy, and philosophy needs to face engineering. An interaction of engineering and philosophy is a feature raising in the Chinese engineering philosophy.

Keywords： engineering field of vision of philosophy

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Measurement and analysis of typical motion error traces from a circular test

LI Xiaoli, LIU Huanlao

Frontiers of Mechanical Engineering 2008, Volume 3, Issue 2, Pages 146-150 doi: 10.1007/s11465-008-0033-2

Abstract: The circular test provides a rapid and efficient way of measuring the contouring accuracy of a machineTo get the actual point coordinate in the work plane, an improved measurement instrument - a new ballis presented in this paper to identify both the radial error and the rotation angle error when the machineThe values for machine compensation can be calculated and adjusted until the desired results are achieved

Keywords： machine compensation direction combination desired efficient

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Current applications of artificial intelligence for intraoperative decision support in surgery

Allison J. Navarrete-Welton, Daniel A. Hashimoto

Frontiers of Medicine 2020, Volume 14, Issue 4, Pages 369-381 doi: 10.1007/s11684-020-0784-7

Abstract: Research into medical artificial intelligence (AI) has made significant advances in recent years, including surgical applications. This scoping review investigated AI-based decision support systems targeted at the intraoperative phase of surgery and found a wide range of technological approaches applied across several surgical specialties. Within the twenty-one ( =21) included papers, three main categories of motivations were identified for developing such technologies: (1) augmenting the information available to surgeons, (2) accelerating intraoperative pathology, and (3) recommending surgical steps. While many of the proposals hold promise for improving patient outcomes, important methodological shortcomings were observed in most of the reviewed papers that made it difficult to assess the clinical significance of the reported performance statistics. Despite limitations, the current state of this field suggests that a number of opportunities exist for future researchers and clinicians to work on AI for surgical decision support with exciting implications for improving surgical care.

Keywords： intelligence decision support clinical decision support systems intraoperative deep learning computer vision machine learning surgery

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Two-sided ultrasonic surface rolling process of aeroengine blades based on on-machine noncontact measurement

Shulei YAO, Xian CAO, Shuang LIU, Kaiming ZHANG, Xiancheng ZHANG, Congyang GONG, Chengcheng ZHANG

Frontiers of Mechanical Engineering 2020, Volume 15, Issue 2, Pages 240-255 doi: 10.1007/s11465-019-0581-7

Abstract: This study presents a two-sided USRP (TS-USRP) machining for aeroengine blades on the basis of on-machinenoncontact measurement.

Keywords： aeroengine blades on-machine noncontact measurement point cloud processing path planning surface strengthening

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Real-time monitoring of brake shoe keys in freight cars

Rong ZOU,Zhen-ying XU,Jin-yang LI,Fu-qiang ZHOU

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 3, Pages 191-204 doi: 10.1631/FITEE.1400305

Abstract: With the development of machine vision technology, visual inspection has become a principal means of

Keywords： Condition monitoring Feature expression Brake shoe key Machine vision

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density measurement for plastic injection molding via ultrasonic technology

Frontiers of Mechanical Engineering 2022, Volume 17, Issue 4, doi: 10.1007/s11465-022-0714-2

Abstract: Therefore, in-situ density measurement is of great interest and has significant application valueThis study is the first to propose an in-situ density measurement method using ultrasonic technologyThe proposed method has the advantages of in-situ measurement, non-destructive, high accuracy,

Keywords： ultrasonic measurement melt density in-situ measurement injection molding

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Chai Xiujuan: Machine Vision and Agricultural Robot Practice (2020-8-18)

17 Oct 2022

Keywords：农业科学

Digital twin for healthy indoor environment: A vision for the post-pandemic era

Frontiers of Engineering Management 2023, Volume 10, Issue 2, Pages 300-318 doi: 10.1007/s42524-022-0244-y

Abstract: Moreover, this paper elaborates a vision for future research on integrated digital twins for a healthy

Keywords： digital twin healthy indoor environment building information modeling occupant–building interaction COVID-19

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Evaluation of computer vision techniques for automated hardhat detection in indoor construction safety

Bahaa Eddine MNEYMNEH, Mohamad ABBAS, Hiam KHOURY

Frontiers of Engineering Management 2018, Volume 5, Issue 2, Pages 227-239 doi: 10.15302/J-FEM-2018071

Abstract: Using images captured from indoor jobsites, this paper evaluates existing computer vision techniques,

Keywords： construction safety personal protective equipment hardhat computer vision

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Laser vision sensing based on adaptive welding for aluminum alloy

CHEN Zhixiang, SONG Yonglun, ZHANG Jun, ZHANG Wanchun, JIANG Li, XIA Xuxin

Frontiers of Mechanical Engineering 2007, Volume 2, Issue 2, Pages 218-223 doi: 10.1007/s11465-007-0038-2

Abstract: A laser vision sensing based on the adaptive tungsten inert gas (TIG) welding system for large-scaleA new type of laser vision sensor was used to precisely measure the weld groove.

Keywords： adjustment adaptive tungsten transverse alignment large-scale aluminum geometry