Deep Learning for Microstructure Segmentation and Defect Detection in Additive Manufacturing Systems.
Zhaochen GuVenkata Mani Krishna KarriShashank SharmaHang TranAishwarya ManjunathDonger ChenSong FuNarendra B. DahotrePublished in: iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Keyphrases
- manufacturing systems
- deep learning
- defect detection
- manufacturing environment
- unsupervised learning
- petri net
- segmentation method
- segmentation algorithm
- machine learning
- image segmentation
- complex systems
- unsupervised feature learning
- deep architectures
- multiscale
- quality control
- mental models
- shape prior
- level set
- weakly supervised
- holonic manufacturing systems
- energy function
- medical images
- feature extraction
- image processing
- object segmentation
- pattern recognition