A Resource-Efficient Super-Resolution FPGA Processor with Heterogeneous CNN and SNN Core Architecture.
Jiwon ChoiSangyeob KimWonhoon ParkWooyoung JoHoi-Jun YooPublished in: A-SSCC (2023)
Keyphrases
- super resolution
- low resolution
- high resolution
- image reconstruction
- image restoration
- super resolution reconstruction
- image super resolution
- high speed
- image resolution
- resolution enhancement
- parallel architecture
- low resolution images
- xilinx virtex
- single chip
- motion blur
- multi frame
- high resolution images
- high quality
- hardware implementation
- single frame
- hardware architecture
- low cost
- adaptive regularization
- super resolved
- light field
- video super resolution
- fpga device
- super resolution image reconstruction
- super resolution algorithm
- field programmable gate array
- image patches
- computationally efficient
- motion estimation
- single image super resolution
- higher resolution