A Real-Time Convolutional Neural Network for Super-Resolution on FPGA With Applications to 4K UHD 60 fps Video Services.
Yongwoo KimJae-Seok ChoiMunchurl KimPublished in: IEEE Trans. Circuits Syst. Video Technol. (2019)
Keyphrases
- super resolution
- real time
- high frame rate
- convolutional neural network
- high resolution
- low resolution
- high definition
- video super resolution
- image reconstruction
- single frame
- high speed
- image restoration
- high resolution video
- higher resolution
- low resolution images
- low cost
- motion estimation
- multi frame
- face detection
- image super resolution
- resolution enhancement
- video sequences
- high resolution images
- super resolution reconstruction
- combining information from multiple
- motion blur
- high quality
- highest resolution
- light field
- surveillance videos
- image patches
- super resolved
- neural network
- frame rate
- temporal resolution
- single image super resolution
- image processing
- video frames
- depth map
- space time