A study on pre-processing algorithms for metal parts inspection

Pre-processing is very useful in a variety of situations since it helps to suppress information that is not related to the exact image processing or analysis task. Mathematical morphology is used for analysis, understanding and image processing. It is an influential method in the geometric morpholog...

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Bibliographic Details
Main Authors: Hashim, H S, Prabuwono, A S, Sheikh Abdullah, Siti Norul Huda
Format: Conference Proceeding
Language:English
Subjects:
Filtering
Filtering algorithms
Image edge detection
Inspection
Metals
Morphology
Noise
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Summary:Pre-processing is very useful in a variety of situations since it helps to suppress information that is not related to the exact image processing or analysis task. Mathematical morphology is used for analysis, understanding and image processing. It is an influential method in the geometric morphological analysis and image understanding. It has befallen a new theory in the digital image processing domain. Edges detection and noise reduction are a crucial and very important pre-processing step. The classical edge detection methods and filtering are less accurate in detecting complex edge and filtering various types of noise. This paper proposed some useful mathematic morphological techniques to detect edge and to filter noise in metal parts image. The experimental result showed that the proposed algorithm helps to increase accuracy of metal parts inspection system.