Semi-automated porosity identification from thin section images using image analysis and intelligent discriminant classifiers.
Javad Ghiasi-FreezIman SoleimanpourAli Kadkhodaie-IlkhchiMansur ZiaiiMahdi SedighiAmir HatampourPublished in: Comput. Geosci. (2012)
Keyphrases
- image analysis
- semi automated
- fully automated
- visual inspection
- image understanding
- image data
- input image
- image database
- pattern recognition
- object recognition
- image collections
- multispectral
- automated image analysis
- class labels
- scale space
- image classification
- image registration
- fully automatic
- fractal dimension
- multiple classifiers
- image annotation
- edge detection
- image features
- feature extraction
- three dimensional
- image segmentation
- naive bayes
- computer vision
- discriminant analysis
- ground truth
- texture analysis
- classification accuracy
- image retrieval
- training set
- image processing
- feature selection