What is it about?
Real time upscaling of videos using Super resolution CNN. This is useful in video transfer applications where quick and efficient transfer is required in a resource constrained environment (edge devices). This can also be extended to applications like online gaming or autonomous cars (data collection) and survelience recordings.
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Photo by Jake Givens on Unsplash
Why is it important?
The realtime aspect of the proposed model along with its use in different practical applications makes it an important piece of work. This i useful to save cost of data transfer before video analysis/consumption.
Read the Original
This page is a summary of: Cost-Optimized Video Transfer using Real-Time Super Resolution Convolutional Neural Networks, January 2022, ACM (Association for Computing Machinery),
DOI: 10.1145/3493700.3493731.
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