A Preliminary Study on Automatic Characterization and Classification of Vascular Patterns of Contact Endoscopy Images.
Nazila EsmaeiliAlfredo IllanesAxel BoeseNikolaos DavarisChristoph ArensMichael FriebePublished in: EMBC (2019)
Keyphrases
- image classification
- image data
- object recognition
- image features
- three dimensional
- repetitive patterns
- ground truth
- input image
- image database
- feature extraction
- pattern recognition
- test images
- image retrieval
- image analysis
- classification accuracy
- image collections
- text classification
- visual patterns
- similarity measure
- fractal dimension
- video images
- handwritten digits
- automatic annotation
- extracted features
- preprocessing stage
- region of interest
- fully automatic
- lung disease
- class labels
- visual features
- feature vectors
- decision trees
- fractal dimensions
- image matching
- segmentation method
- image segmentation