Index Terms
- Blurry boundaries
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Self-supervised image restoration with blurry and noisy pairs
NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing SystemsWhen taking photos under an environment with insufficient light, the exposure time and the sensor gain usually require to be carefully chosen to obtain images with satisfying visual quality. For example, the images with high ISO usually have inescapable ...
Semantically-Consistent Dynamic Blurry Image Generation for Image Deblurring
MM '22: Proceedings of the 30th ACM International Conference on MultimediaThe training of deep learning-based image deblurring models heavily relies on the paired sharp/blurry image dataset. Although many works verified that synthesized blurry-sharp pairs contribute to improving the deblurring performance, it is still an open ...
Directional high-pass filter for blurry image analysis
High-frequency energy distributions are important characteristics of blurry images. In this paper, directional high-pass filters are proposed to analyze blurry images. Firstly, we show that the proposed directional high-pass filters can effectively ...
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