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Efficient Image Super-Resolution With Multi-Scale Spatial Adaptive Attention Networks by alana-chiecan is a document available to read on EtoBox.
What is Efficient Image Super-Resolution With Multi-Scale Spatial Adaptive Attention Networks about?
The document presents the Multi-scale Spatial Adaptive Attention Network (MSAAN), a lightweight architecture for image super-resolution that balances high reconstruction fidelity with low model complexity. It introduces the Multi-scale Spatial Adaptive Attention Module (MSAA), which effectively captures local details and long-range dependencies through innovative components like the Local Enhancement Block (LEB) and Feature Interactive Gated Feed-Forward Module (FIGFF). Extensive experiments demonstrate tha
- Author
- alana-chiecan
- Language
- EN