Production-Ready End-to-End Visual Quality Inspection for Defect Detection on Surfaces Based on a Multi-Stage AI System.
Patrick TrampertTobias MasiakFelix SchmidtNicolas ThewesTim KruseChristian WitteGeorg SchneiderPublished in: IMPROVE (2024)
Keyphrases
- defect detection
- end to end
- multistage
- visual quality
- production system
- image quality
- high frequency
- bit rate
- human visual system
- compressed images
- low bit rate
- single stage
- error concealment
- reconstructed image
- dynamic programming
- feature extraction
- rate control
- lot sizing
- peak signal to noise ratio
- congestion control
- optimal policy
- coded images
- machine learning
- visual information
- video coding
- scalable video
- packet losses
- rate distortion
- subband
- image data
- image sequences