Improved texture analysis for automatic detection of tuberculosis (TB) on chest radiographs with bone suppression images.
Pragnya MaduskarLaurens HogewegRick PhilipsenSteven SchalekampBram van GinnekenPublished in: Medical Imaging: Computer-Aided Diagnosis (2013)
Keyphrases
- chest radiographs
- automatic detection
- texture analysis
- x ray images
- image analysis
- texture characterization
- texture discrimination
- gabor filters
- fractal dimension
- x ray
- texture description
- fractal analysis
- texture classification
- gabor filtering
- input image
- image texture
- texture features
- three dimensional
- lymph nodes
- image features
- multiresolution
- gray level
- co occurrence
- feature extraction
- texture images
- object recognition
- lung nodules
- active shape model
- image registration
- multiscale
- segmentation method
- object detection
- brodatz textures