An experimental study of interstitial lung tissue classification in HRCT images using ANN and role of cost functions.
Jatindra Kumar DashMandar KaleSudipta MukhopadhyayNiranjan KhandelwalNidhi PrabhakarMandeep GargNaveen KalraPublished in: Medical Imaging: Computer-Aided Diagnosis (2017)
Keyphrases
- tissue classification
- image data
- input image
- cost function
- image features
- image registration
- three dimensional
- test images
- segmentation method
- artificial neural networks
- ground truth
- image database
- high resolution computed tomography
- original images
- computer graphics
- image classification
- image retrieval
- object recognition
- image matching
- image collections
- image analysis
- illumination conditions
- multiple images
- using artificial neural networks
- similarity measure
- computer vision
- markov random field
- edge detection
- segmentation algorithm
- image restoration
- feature extraction
- search space reduction