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Osdenhancer: Taming Real-World Space-Time Video Super-Resolution With One-Step Diffusion by Dhruv Shetty is a document available to read on EtoBox.

What is Osdenhancer: Taming Real-World Space-Time Video Super-Resolution With One-Step Diffusion about?

OSDEnhancer is a novel framework for real-world space-time video super-resolution (STVSR) that utilizes a one-step diffusion process, achieving high fidelity and temporal consistency in video reconstruction. It employs a linear pre-interpolation strategy and a mixture-of-experts architecture for temporal refinement and spatial enhancement, significantly improving efficiency and performance compared to existing multi-step methods. Experimental results demonstrate that OSDEnhancer outperforms state-of-the-art

Author

Dhruv Shetty

Language

EN