Edge detection method of laser cladding pool image based on morphology

Jinjin Yan; Zhenying Xu; Ziqian Wu; Qiling Li; Mengyu Tang; Jun Ling

doi:10.1117/12.2606710

24 November 2021 Edge detection method of laser cladding pool image based on morphology

Jinjin Yan, Zhenying Xu, Ziqian Wu, Qiling Li, Mengyu Tang, Jun Ling

Proceedings Volume 12060, AOPC 2021: Advanced Laser Technology and Applications; 1206019 (2021) https://doi.org/10.1117/12.2606710
Event: Applied Optics and Photonics China 2021, 2021, Beijing, China

Abstract

Edge extraction of weld pool image is the key to realize on-line detection and control of laser cladding during the process of industrial laser manufacturing,and the accuracy of on-line control of cladding layer quality is largely determined by the accuracy of extracted weld pool edge.In this paper, a laser cladding pool image detection system based on machine vision is built to collect the molten pool image in the process of laser cladding. According to the characteristics of laser cladding pool image, the image is preprocessed. In this paper, an improved multi-structure, multi-scale and multi-directional morphological operator is proposed to process the molten pool image, and the accuracy and anti-noise ability of different edge detection methods are compared and analyzed. the improved mathematical morphology edge detection method can not only suppress noise but also extract the edge of laser cladding pool image more accurately.

Citation Download Citation

Jinjin Yan, Zhenying Xu, Ziqian Wu, Qiling Li, Mengyu Tang, and Jun Ling "Edge detection method of laser cladding pool image based on morphology", Proc. SPIE 12060, AOPC 2021: Advanced Laser Technology and Applications, 1206019 (24 November 2021); https://doi.org/10.1117/12.2606710

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
8 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Cladding

Image processing

Edge detection

Laser processing

Image segmentation

Image quality

Mathematical morphology

Show All Keywords

Keywords/Phrases

Search In:

Publication Years