ENGLISH

Machine Vision Inspection Systems, Machine Learning-Based Approaches

By Muthukumaran Malarvel; Soumya Ranjan Nayak; Prasant Kumar Pattnaik; Surya Narayan Panda

Book information

Publisher
John Wiley & Sons
Year
2021
ISBN
1119786096, 9781119786092
Language
english
Format
PDF
Filesize
40 MB (41805634 bytes)
Volume
2
Pages
352\337
Time added
2021-03-04 19:20:39

Description

Machine Vision Inspection Systems (MVIS) is a multidisciplinary research field that emphasizes image processing, machine vision and, pattern recognition for industrial applications. Inspection techniques are generally used in destructive and non-destructive evaluation industry. Now a day's the current research on machine inspection gained more popularity among various researchers, because the manual assessment of the inspection may fail and turn into false assessment due to a large number of examining while inspection process. This volume 2 covers machine learning-based approaches in MVIS applications and it can be employed to a wide diversity of problems particularly in Non-Destructive testing (NDT), presence/absence detection, defect/fault detection (weld, textile, tiles, wood, etc.), automated vision test & measurement, pattern matching, optical character recognition & verification (OCR/OCV), natural language processing, medical diagnosis, etc. This edited book is designed to address various aspects of recent methodologies, concepts, and research plan out to the readers for giving more depth insights for perusing research on machine vision using machine learning-based approaches.

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