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Generating High-quality Superpixels in Textured Images
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Superpixel segmentation is important for promoting various image processing tasks. However, existing methods still have difficulties in generating high-quality superpixels in textured images, because they cannot separate ...
Human Pose Transfer by Adaptive Hierarchical Deformation
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Human pose transfer, as a misaligned image generation task, is very challenging. Existing methods cannot effectively utilize the input information, which often fail to preserve the style and shape of hair and clothes. In ...
SCGA-Net: Skip Connections Global Attention Network for Image Restoration
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Deep convolutional neural networks (DCNN) have shown their advantages in the image restoration tasks. But most existing DCNN-based methods still suffer from the residual corruptions and coarse textures. In this paper, we ...
Pixel-wise Dense Detector for Image Inpainting
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Recent GAN-based image inpainting approaches adopt an average strategy to discriminate the generated image and output a scalar, which inevitably lose the position information of visual artifacts. Moreover, the adversarial ...
Not All Areas Are Equal: A Novel Separation-Restoration-Fusion Network for Image Raindrop Removal
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Detecting and removing raindrops from an image while keeping the high quality of image details has attracted tremendous studies, but remains a challenging task due to the inhomogeneity of the degraded region and the ...
Two-stage Photograph Cartoonization via Line Tracing
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Cartoon is highly abstracted with clear edges, which makes it unique from the other art forms. In this paper, we focus on the essential cartoon factors of abstraction and edges, aiming to cartoonize real-world photographs ...
Colorization of Line Drawings with Empty Pupils
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Many studies have recently applied deep learning to the automatic colorization of line drawings. However, it is difficult to paint empty pupils using existing methods because the convolutional neural network are trained ...