A Fast and Efficient FPGA-based Level Set Hardware Accelerator for Image Segmentation.
Ye LiuYin WangLiang ChangJun ZhouPublished in: ICTA (2020)
Keyphrases
- level set
- image segmentation
- level set method
- active contours
- method for image segmentation
- shape prior
- curve evolution
- field programmable gate array
- partial differential equations
- image segmentation methods
- level set framework
- energy functional
- narrow band
- geodesic active contours
- level set evolution
- region competition
- hardware implementation
- variational level set method
- energy function
- multiphase segmentation
- piecewise constant
- variational framework
- embedded systems
- variational methods
- image processing
- level set segmentation
- medical image segmentation
- multiscale
- finite difference
- variational formulation
- computer vision
- geometric active contours
- intensity inhomogeneity
- graph cuts
- segmentation algorithm
- mumford shah functional
- markov random field
- edge detection
- image segmentation algorithm
- region merging
- segmentation result
- region growing
- parallel computing
- level set based segmentation
- regularization term