Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation.
Dongyang WuSiyang WangMehdi KamalMassoud PedramPublished in: CoRR (2024)
Keyphrases
- principal component analysis
- dimensionality reduction
- detection algorithm
- automatic detection
- false positives
- high dimensional
- object detection
- principal components
- detection method
- feature extraction
- kernel pca
- principal components analysis
- high efficiency
- false alarms
- detection rate
- covariance matrix
- anomaly detection
- neural network
- k means
- feature space
- detection accuracy
- pattern recognition
- subspace methods