Fig. 1From: A hierarchically sampling global sparse transformer in data stream mining for lightweight image restorationAn example of the Rain12 dataset. Selected regions are zoomed-in and displayed in the bottom right corner of each image. Details of raindrops in the image, which can be better reconstructed with HST compared to other methods (combination of pooling and self-attention), while the image color is closer to the targetBack to article page