Detection of rail faults using morphological feature extraction based image processing.
Canan TastimurErhan AkinMehmet KaraköseIlhan AydinPublished in: SIU (2015)
Keyphrases
- image processing
- feature extraction
- mathematical morphology
- image enhancement
- multiscale
- pattern recognition
- detection algorithm
- signal processing
- digital image processing
- image preprocessing
- object detection
- false alarms
- machine vision
- feature vectors
- image feature extraction
- feature extraction and classification
- morphological image processing
- automatic detection
- frequency analysis
- computer graphics
- computer vision
- detection method
- image segmentation
- image analysis
- color images
- edge detection
- high speed
- preprocessing
- detection accuracy
- pattern classification
- dimensionality reduction
- feature space
- high resolution
- model based diagnosis
- image compression
- fault diagnosis
- image restoration
- image classification
- detection rate
- discriminant analysis
- fault detection
- remote sensing
- scale space
- false positives
- feature extractors
- frequency domain