This is the official repository of the paperDeep Image Matting: A Comprehensive Survey. Jizhizi Li, Jing Zhang, and Dacheng Tao1 1 The University of Sydney, Sydney, Australia Introduction Image matting refers to extracting precise alpha matte from natural images, and it plays a critical role in...
A Comprehensive Survey on Deep Image Composition Abstract 图像合成作为一种常见的图像编辑操作,其目的是从一个图像切割前景并将其粘贴到另一幅图像上,得到合成图像。然而,有许多问题可能会使合成图像不现实。这些问题可以概括为前景和背景之间的不一致,
[4]Rethinking Portrait Matting with Privacy Preserving, IJCV, 2023|Paper|Github Sihan Ma∗, Jizhizi Li∗, Jing Zhang, He Zhang, Dacheng Tao [5]Deep Image Matting: A Comprehensive Survey, ArXiv, 2023|Paper|Github Jizhizi Li, Jing Zhang, and Dacheng Tao...
Please refer to [40] for a comprehensive review on traditional matting methods. For deep-learning based image matting, Cho et al. [8] proposed to apply deep neural networks to combine the complementary advantages of the results respectively pro- duced by closed-form mattin...
There are some benchmarks [31, 32] with narrow scopes, such as image-level segmentation, where only a few deep learning methods were evaluated. In this paper, we present a comprehensive survey of deep learning CSU techniques, thus widening the scope. We also offer more extensive benchmarks...
In recent years, there has been a surge in the use of deep learning systems for e-healthcare applications. While these systems can provide significant benefits regarding improved diagnosis and treatment, they also pose substantial privacy risks to patients' sensitive data. Privacy is a crucial issu...
[4] proposed a framework to detect defects in the fiber laser welding of stainless steel. By capturing the image of the keyhole, the features based on the shape and edges of the keyhole were extracted using grayscale projection distribution and the Poisson matting technique. Then, a Hidden ...
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