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A Review of Automated and Intelligent Visual Inspection Using Vision System


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1 MIT College of Engineering, Pune, India
     

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Inspection is the process of checking something against predefined set of rules and criteria. In Visual Inspection object under test is inspected based on its image captured. Visual inspection is performed to check whether object under inspection satisfies certain criteria, rules. Visual inspection based on machine vision, automatic and intelligent visual inspection systems are used for various application areas and various types of industries. It is very efficient option for inspection in mass production industries. In most of industries for quality control, quality verification inspection of products at different stages is performed. Visual Inspection System are used instead of human inspectors or along with human inspectors to perform task of inspection in many industries. The Visual Inspection System will use an image of an object under test and it will perform operation of inspection based on features extracted from image. Inspection operation will generate results which will indicate whether object under inspection is faulty or fulfills requirement. These systems helps in automation of inspection process, but these systems must be smart and intelligent for efficient, general purpose operation. In this paper review of different automatic and intelligent visual inspection systems and techniques used in them will be discussed. Techniques for different application area will be discussed and summary of them is presented.

Keywords

Visual Inspection, Vision System, Machine Vision, Visual Inspection Operations.
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  • A Review of Automated and Intelligent Visual Inspection Using Vision System

Abstract Views: 248  |  PDF Views: 3

Authors

M. S. Nagmode
MIT College of Engineering, Pune, India
R. D. Komati
MIT College of Engineering, Pune, India
Aniket Khule
MIT College of Engineering, Pune, India

Abstract


Inspection is the process of checking something against predefined set of rules and criteria. In Visual Inspection object under test is inspected based on its image captured. Visual inspection is performed to check whether object under inspection satisfies certain criteria, rules. Visual inspection based on machine vision, automatic and intelligent visual inspection systems are used for various application areas and various types of industries. It is very efficient option for inspection in mass production industries. In most of industries for quality control, quality verification inspection of products at different stages is performed. Visual Inspection System are used instead of human inspectors or along with human inspectors to perform task of inspection in many industries. The Visual Inspection System will use an image of an object under test and it will perform operation of inspection based on features extracted from image. Inspection operation will generate results which will indicate whether object under inspection is faulty or fulfills requirement. These systems helps in automation of inspection process, but these systems must be smart and intelligent for efficient, general purpose operation. In this paper review of different automatic and intelligent visual inspection systems and techniques used in them will be discussed. Techniques for different application area will be discussed and summary of them is presented.

Keywords


Visual Inspection, Vision System, Machine Vision, Visual Inspection Operations.