Image Segmentation for Defect Analysis in Laser Powder Bed Fusion: Deep Data Mining of X-Ray Photography from Recent Literature-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Image Segmentation for Defect Analysis in Laser Powder Bed Fusion: Deep Data Mining of X-Ray Photography from Recent Literature

Published:2022-09 Issue:3 Volume:11 Page:418-432
ISSN:2193-9764
Container-title:Integrating Materials and Manufacturing Innovation
language:en
Short-container-title:Integr Mater Manuf Innov

Author:

Zhang Jiahui,Lyu Tianyi,Hua Yujie,Shen Zeren,Sun Qiang,Rong Yiming,Zou Yu^ORCID

Funder

Natural Sciences and Engineering Research Council of Canada

Centre for Analytics and Artificial Intelligence Engineering (CARTE) Seed Funding program

New Frontiers in Research Fund-Exploration

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,General Materials Science

Link

https://link.springer.com/content/pdf/10.1007/s40192-022-00272-5.pdf

Reference41 articles.

1. Kandukuri S, Ze C (2021) Progress of metal AM and certification pathway. Trans Indian Natl Acad Eng 6(4):909–915. https://doi.org/10.1007/s41403-021-00242-x

2. Zhang Y et al (2018) Additive manufacturing of metallic materials: a review. J Mater Eng Perform 27(1):1–13. https://doi.org/10.1016/j.pmatsci.2017.10.001

3. Yap CY et al (2015) Review of selective laser melting: materials and applications. Appl Phys Rev 2(4):041101. https://doi.org/10.1063/1.4935926

4. Khairallah SA et al (2016) Laser powder-bed fusion additive manufacturing: physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones. Acta Mater 108:36–45. https://doi.org/10.1016/j.actamat.2016.02.014

5. Gu D et al (2021) Material-structure-performance integrated laser-metal additive manufacturing. Science 372(6545):eabg1487. https://doi.org/10.1126/science.abg1487

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Accelerated semantic segmentation of additively manufactured metal matrix composites: Generating datasets, evaluating convolutional and transformer models, and developing the MicroSegQ+ Tool;Expert Systems with Applications;2024-10

2. Deep learning-based image segmentation for defect detection in additive manufacturing: an overview;The International Journal of Advanced Manufacturing Technology;2024-08-17

3. Monitoring Variability in Melt Pool Spatiotemporal Dynamics (VIMPS): Towards Proactive Humping Detection in Additive Manufacturing;Journal of Manufacturing and Materials Processing;2024-05-29

4. AM-SegNet for additive manufacturing in situ X-ray image segmentation and feature quantification;Virtual and Physical Prototyping;2024-03-11

5. Deep-Learning-Based Segmentation of Keyhole in In-Situ X-ray Imaging of Laser Powder Bed Fusion;Materials;2024-01-21

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3