NTU Researchers Unveil Upscale-A-Video: Pioneering Text-Guided Latent Diffusion for Enhanced Video Super-Resolution

Video super-resolution, aiming to elevate the quality of low-quality videos to high fidelity, faces the daunting challenge of addressing diverse and intricate degradations commonly found in real-world scenarios. Unlike previous focuses on synthetic or specific camera-related degradations, the complexity arises from multiple unknown factors like downsampling, noise, blur, flickering, and video compression. While recent CNN-based […]

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ai shorts applications artificial intelligence challenge complexity computer vision diffusion diverse downsampling editors pick fidelity found low multiple noise quality researchers staff synthetic tech news technology text upscale video videos world