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Registered APPARATUS AND METHOD FOR GENERATING SUPER RESOLUTION IMAGE USING ORIENTATION ADAPTIVE PARALLEL NEURAL NETWORKS
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APPARATUS AND METHOD FOR GENERATING SUPER RESOLUTION IMAGE USING ORIENTATION ADAPTIVE PARALLEL NEURAL NETWORKS
- Inventors
- Yoo Seok Bong, Han Mi Kyong
- Application No.
- 16991689 (2020.08.12)
- Publication No.
- 20210049741 (2021.02.18)
- Registration No.
- 11727533 (2023.08.15)
- Country
- UNITED STATES
- Project Code
- 19MH1500, Development and Demonstration of Smart City Service over 5G Network, Han Mi Kyong
- Abstract
- A method for generating a super resolution image may comprise up-scaling an input low resolution image; determining a directivity for each patch included in the up-scaled image; selecting an orientation-specified neural network or an orientation-non-specified neural network according to the directivity of the patch; applying the selected neural network to the patch; and obtaining a super resolution image by combining one or more patches output from the orientation-specified neural network and the orientation-non-specified neural network.
- KSP Keywords
- Parallel neural networks, Super resolution, Up-Scaling, Up-scaled, low resolution, neural network