FPGA implementation of a real-time super-resolution system using a convolutional neural network.
Taito ManabeYuichiro ShibataKiyoshi OguriPublished in: FPT (2016)
Keyphrases
- super resolution
- fpga implementation
- convolutional neural network
- low resolution
- real time
- high resolution
- hardware implementation
- image reconstruction
- low resolution images
- motion estimation
- image restoration
- high resolution images
- image super resolution
- high quality
- resolution enhancement
- super resolution reconstruction
- super resolved
- multi frame
- face detection
- image processing algorithms
- light field
- neural network
- field programmable gate array
- depth map
- single frame
- higher resolution
- high frequency
- super resolution algorithm
- single image super resolution
- high resolution video
- signal processing
- training set