FPGA Acceleration for Simultaneous Image Reconstruction and Segmentation based on the Mumford-Shah Regularization (Abstract Only).
Wentai ZhangLi ShenThomas PageGuojie LuoPeng LiPeter MaaßMing JiangJason CongPublished in: FPGA (2015)
Keyphrases
- mumford shah
- image reconstruction
- mumford shah functional
- reconstructed image
- piecewise constant
- bayesian estimation
- piecewise smooth
- image segmentation
- variational framework
- curve evolution
- super resolution
- image deblurring
- energy functional
- level set
- total variation
- inverse problems
- level set method
- maximum a posteriori
- spatial resolution
- regularization term
- edge preserving
- signal processing
- objective function
- active contours
- image processing
- variational methods
- shape prior
- sparse representation
- image quality
- energy minimization
- partial differential equations
- denoising
- post processing