Accurate Lungs Segmentation on CT Chest Images by Adaptive Appearance-Guided Shape Modeling.
Ahmed SolimanFahmi KhalifaAhmed ElnakibMohamed Abou El-GharNeal DunlapBrian WangGeorgy L. Gimel'farbRobert KeyntonAyman El-BazPublished in: IEEE Trans. Medical Imaging (2017)
Keyphrases
- shape modeling
- segmentation algorithm
- global shape
- medical images
- segmentation method
- lymph nodes
- image analysis
- three dimensional
- computed tomography
- bounding box
- x ray
- ct scans
- image data
- medical image analysis
- medical imaging
- region of interest
- ct images
- input image
- image features
- edge detection
- automatic segmentation
- contour extraction
- object segmentation
- image registration
- deformable registration
- geometric models
- shape model
- computer graphics
- complex background
- level set
- multiscale
- image segmentation
- superpixels
- complex scenes
- single image
- feature points