Skin lesion segmentation by using object detection networks, DeepLab3+, and active contours.
Fatemeh BagheriMohammad Jafar TarokhMajid ZiaratbanPublished in: Turkish J. Electr. Eng. Comput. Sci. (2022)
Keyphrases
- active contours
- level set
- shape prior
- object detection
- segmentation method
- image segmentation
- skin lesion
- cardiac ultrasound images
- gradient vector flow
- active contour segmentation
- active contour model
- geodesic active contours
- energy function
- object boundaries
- energy functional
- external force
- object segmentation
- image segmentation methods
- level set method
- texture image segmentation
- geometric active contours
- curve evolution
- region based active contours
- region growing
- segmentation algorithm
- gradient flow
- computer vision
- skin cancer
- digital image processing
- prior shape knowledge
- automated segmentation
- image analysis
- multiscale
- image processing
- malignant melanoma
- force field
- piecewise constant
- medical images
- partial differential equations
- background subtraction
- vector field
- graph cuts
- multiresolution
- early detection
- computer aided