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A Review: Machine vision and its Applications
2013
IOSR Journal of Electronics and Communication Engineering
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The machine vision has been used in the industrial machine designing by using the intelligent character recognition. ...
The state of art in machine vision inspection and a critical overview of applications in various industries are presented in this paper. ...
Acknowledgement We thank Rochan Patel (Maruti Industrial & Engineering Co.) for his long and continued support in completing this survey. ...
doi:10.9790/2834-0757277
fatcat:4qmtnm2z7jaahhdpis4rct7vcy
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision
[article]
2021
arXiv
pre-print
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Traditional imaging systems based on the "capturing images first and processing afterwards" mechanism cannot meet this unprecedented demand. ...
Finally, we outlook the future of CI plus AI by investigating new materials, brain science and new computing techniques to shed light on new directions of mobile vision systems. ...
Based on the structural and functional analysis of the biological vision system, brainlike intelligence for the machine vision system might be a good research direction for the next generation mobile vision ...
arXiv:2109.08880v1
fatcat:nbwyxsweljagpb43nzwpk3lf7y
Up-Sampled Cross-Correlation Based Object Tracking & Vibration Measurement in Agriculture Tractor System
2023
Intelligent Automation and Soft Computing
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While the object is detected and then measured, the vibration at different light intensities may influence the durability and reliability of mechanical systems or structures and cause problems such as ...
The vibration measurement is calculated using the Finite-Difference Algorithm (FDA), a machine vision system fitted with a macro lens sensor that is capable of capturing the image at a closer range, which ...
Acknowledgement: The authors show a deep sense of gratitude to the Sathyabama Institute of Science and Technology and the anonymous reviewers. ...
doi:10.32604/iasc.2023.031932
fatcat:rryz4xkikjadjewnj6dkzgjrta
Measuring the Distance between the Two Vehicles Using Stereo Vision with Optical Axes Cross
2017
Modern Applied Science
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In this paper the whole process of stereo vision from image acquisition distortion compensation, image smoothing, stereo correspondence, and finally measure the distance is handled. ...
In this paper by using stereo vision with the optical axis intersecting, by using two cameras, a camera has got rotation around on the Y-axis and using modern methods of image processing and focusing on ...
Machine and computer vision systems capable to analyze images consistently, but computer-based image processing in general are designed to perform repetitive tasks. ...
doi:10.5539/mas.v12n1p165
fatcat:4zkieqaa4jhe3kuf3pnrie3wxu
Identification of Behavioral Features of Bridge Structure Based on Static Image Sequences
2020
Advances in Civil Engineering
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On this basis, the behavioral features of the bridge structure were obtained under vehicle load. ...
Specifically, a uniaxial automatic cruise acquisition device was designed to collect the dynamic and static images on bridge facade under different damage conditions. ...
System Composition Principle
Intelligent NRS System. is paper designs an intelligent NRS system for holographic monitoring of bridge structure based on virtual pixel sensors and several cutting-edge ...
doi:10.1155/2020/2815017
fatcat:kubhorzogjdzpexyc4f56zc7zu
Table of contents
2020
2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
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Quantum Control and Readout in CMOS 65-Nm
Process
0570
19.5
1570674825 Multi-Level Random Sample Consensus Method for Improving
Structured Light Vision Systems
0577
SESSION 20: ALGORITHMS AND ...
Networks
0684
23.3
1570677702
Localization Methods Based on Error Analysis and Modeling in Two
Dimensions
0690
23.4
1570681144
IEEE 802.11ad Communication Quality Measurement in In-Vehicle ...
doi:10.1109/uemcon51285.2020.9298057
fatcat:p4v3pn2m2zaaxdgobcaw5db76m
Special issue on intelligent urban computing with big data
2017
Machine Vision and Applications
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Many efforts have been dedicated to connecting unobtrusive and ubiquitous sensing technologies, advanced data management and analytics models, and novel visualization methods to structure intelligent urban ...
Furthermore, the intelligent systems and applications are emerging and becoming pervasive in the Jingdong Wang is a Senior Researcher at the Visual Computing Group, Microsoft Research Asia. ...
[2] solve the graph-matching problem in machine vision based on the typical graduated non-convexity and concavity procedure (GNCCP) algorithm. ...
doi:10.1007/s00138-017-0877-8
fatcat:p4lwnaaqibbb3jiyoezdzuq5fq
Design and implementation of intelligent electronic component inspection based on PLC and vision system
2023
Jurnal Sistem dan Manajemen Industri
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The system evaluation results are carried out on three parts of the system: the success rate on the vision camera is 100%, automatic product sorting through the cylinder ejection rate success is 100%, ...
Design intelligent inspection uses a conveyor driven by a stepper motor, a photosensor to calculate product distance, guides position to direct the product, a vision camera to detect product quality, cylinder ...
Design of intelligent inspection system The sensors on the main machine have not been able to detect product quality that the human eye can detect. ...
doi:10.30656/jsmi.v7i2.6511
fatcat:zeh7vprapjgcrm45rgzl5zi37m
Application of Visual Sensing Image Processing Technology under Digital Twins to the Intelligent Logistics System
2021
Advances in Civil Engineering
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Therefore, a new intelligent logistics distribution management system based on machine vision and visual sensor image processing technology is constructed to respond to the shortcomings of the traditional ...
The study realizes the information management of the logistics system and automatically completes all the work according to the designed program, so that the real-time dynamic distribution can be transmitted ...
Machine vision is a new technology developed based on artificial intelligence (AI), and it uses machine observation to replace human eyes to identify, measure, and judge things. ...
doi:10.1155/2021/5743387
fatcat:z7ngbctzbbbthjskvlp5kw7fde
MACHINE VISION: AN IMPORTANT PILLAR OF INDUSTRY 4.0
2020
International Journal of Advances in Scientific Research and Engineering
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This article focuses on machine vision system which is one of the most important pillars of the industry 4.0. ...
The paper presents basic structure of the machine vision system with functions of the elements. It gives sequence of general flow processes. ...
Depending on the design and the necessity of the machine vision system, the captured images are either stored or processed. ...
doi:10.31695/ijasre.2020.33841
fatcat:ac2z7f7cb5bwbd5r53j2p4jm6y
Visual Meterstick: Preceding Vehicle Ranging Using Monocular Vision Based on the Fitting Method
2019
Symmetry
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In this study, to measure the distance of the vehicle ahead, a preceding vehicle ranging system based on fitting method was designed. ...
The gradual application of deep learning in the field of computer vision and image processing has made great breakthroughs. ...
Preceding Vehicle Ranging There are three main methods of ranging based on machine vision: Binocular vision measurement, monocular vision measurement [13] and structured light vision measurement [14 ...
doi:10.3390/sym11091081
fatcat:4km7qdgea5ggvjtijk4yy5vmze
Real-time vision-based tracking control of an unmanned vehicle
1995
Mechatronics (Oxford)
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In particular, this paper focuses on developing a framework for vision tracking systems, designing generic fiducial patterns, and applying real-time vision systems to tracking control of autonomous vehicles ...
Experimental results reveal interesting insights into the design, manufacture, modeling, and control of vision-based tracking control systems of autonomous vehicles. ...
Acknowledgements--This work is partially supported by the National Science Foundation under the grant number DDM-8958383 and the CIMS/AT&T Intelligent Mechatronics Laboratory at Georgia Institute of Technology ...
doi:10.1016/0957-4158(95)00060-i
fatcat:o6tol2dnf5dpnny5w2sk6x5yx4
Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network
[article]
2019
arXiv
pre-print
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A deep learning-based computer vision system is developed to detect the lane change behavior using the images captured by a front-view camera mounted on the vehicle and data from the inertial measurement ...
As a cost-effective alternative, vision-based lane change detection has been highly regarded for affordable autonomous vehicles to support lane-level localization. ...
Chiyomi Miyajima and Dr. Kazuya Takeda at Nagoya University for kindly offering the dataset and assistance for this study. ...
arXiv:1911.03565v1
fatcat:hdvcvuwvrjca7dqaspmzytz3pe
Machine Vision and Metrology Systems: An Overview
2021
International Journal on Data Science
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The aim of this paper is to present an overview of the current advancement in machine vision and metrology systems. ...
The paper exposes a wide range of machine vision software aimed at the inspection of application processes, systematically highlighting the relationship between machine vision and metrology systems. ...
The PC-based machine vision system is configured based on the specific requirements and goal of the inspection task. ...
doi:10.18517/ijods.2.2.77-84.2021
fatcat:bj3vjpivwnadrjvckrmmqazo2y
Table of Contents
2009
2009 International Joint Conference on Artificial Intelligence
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Algorithm for Vehicle Type Recognition ...................................................... 452 Weihua Wang Distance Measurement System Based on Binocular Stereo Vision ............................. ...
Qi, Yi Cao, Shou-zhi Yu, and Fu-chun Sun Study of Texture Images Classification Method Based on Fractal Dimension Calculation ....................... 488 Changjiang Shi, Guangrong Ji, and Yangfan Wang ...
doi:10.1109/jcai.2009.7
fatcat:sfv3q5kcjbeulcndklrtwtljya
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