JOURNAL ARTICLE

Layer-wise anomaly detection and classification for powder bed additive manufacturing processes: A machine-agnostic algorithm for real-time pixel-wise semantic segmentation

Luke ScimeDerek SiddelSeth BairdVincent Paquit

Year: 2020 Journal:   Additive manufacturing Vol: 36 Pages: 101453-101453   Publisher: Elsevier BV
Keywords:
Segmentation Algorithm Convolutional neural network Computation Materials science Layer (electronics) Artificial intelligence Computer science Anomaly detection Pixel Nanotechnology

Metrics

196
Cited By
23.68
FWCI (Field Weighted Citation Impact)
72
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Industrial Vision Systems and Defect Detection
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Additive Manufacturing Materials and Processes
Physical Sciences →  Engineering →  Mechanical Engineering
Advanced X-ray and CT Imaging
Physical Sciences →  Engineering →  Biomedical Engineering

Related Documents

JOURNAL ARTICLE

Federated learning-based semantic segmentation for pixel-wise defect detection in additive manufacturing

Manan MehtaChenhui Shao

Journal:   Journal of Manufacturing Systems Year: 2022 Vol: 64 Pages: 197-210
JOURNAL ARTICLE

Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing

Seyyed Hadi SeifiWenmeng TianHaley DoudeMark A. TschoppLinkan Bian

Journal:   Journal of Manufacturing Science and Engineering Year: 2019 Vol: 141 (8)
JOURNAL ARTICLE

Pixel-wise Semantic Segmentation Algorithm Based on Deconvolution Network

Journal:   Revista Tecnica De La Facultad De Ingenieria Universidad Del Zulia Year: 2016 Vol: 39 (7)
JOURNAL ARTICLE

Color image segmentation using pixel wise support vector machine classification

Xiangyang WangTing WangJuan Bu

Journal:   Pattern Recognition Year: 2010 Vol: 44 (4)Pages: 777-787
© 2026 ScienceGate Book Chapters — All rights reserved.