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What is Enhancing Computational Zoom with RAW Data about?
The paper presents a novel approach to computational zoom by utilizing real RAW sensor data instead of processed RGB images, which enhances image quality for distant objects. It introduces the SR-RAW dataset, containing ground-truth high-resolution images obtained via optical zoom, and proposes a new contextual bilateral loss (CoBi) to address misalignment issues during training. The results demonstrate that models trained on real raw data outperform those trained on synthetic data or processed images in ac
- Author
- lnnxg23
- Language
- EN