Optimizing FPGA-based convolutional neural networks accelerator for image super-resolution.
Jung-Woo ChangSuk-Ju KangPublished in: ASP-DAC (2018)
Keyphrases
- image super resolution
- convolutional neural networks
- field programmable gate array
- super resolution
- low resolution
- dictionary learning
- convolutional network
- image registration
- edge preserving
- hardware implementation
- high resolution
- kernel regression
- image patches
- map estimation
- sparse coding
- image processing
- maximum a posteriori
- regression model
- image restoration
- natural images
- object detection
- multiscale