JOURNAL ARTICLE
MacSR: Macroblock-aware Lightweight Video Super-Resolution
Abstract
SummaryThe mobile video quality can be improved by video super-resolution (SR) especially when bandwidth is limited. To achieve real-time SR, the latest work, ClassSR (CVPR 19), divides frames into equal-size image blocks (IBs), and different-complexity SR models are used respectively to reduce the computational burden.
Keywords:
Macroblock Computer science Computer vision Computational complexity theory Video quality Bandwidth (computing) Artificial intelligence Real-time computing Algorithm Decoding methods Computer network
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Topics
Image and Video Quality Assessment
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition
Advanced Image Processing Techniques
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition
Video Coding and Compression Technologies
Physical Sciences → Computer Science → Signal Processing
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