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Towards Photo Watercolorization with Artistic Verisimilitude

机译:以艺术化的眼光实现照片水彩化

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摘要

We present a novel artistic-verisimilitude driven system for watercolor rendering of images and photos. Our system achieves realistic simulation of a set of important characteristics of watercolor paintings that have not been well implemented before. Specifically, we designed several image filters to achieve: 1) watercolor-specified color transferring; 2) saliency-based level-of-detail drawing; 3) hand tremor effect due to human neural noise; and 4) an artistically controlled wet-in-wet effect in the border regions of different wet pigments. A user study indicates that our method can produce watercolor results of artistic verisimilitude better than previous filter-based or physical-based methods. Furthermore, our algorithm is efficient and can easily be parallelized, making it suitable for interactive image watercolorization.
机译:我们提出了一种新颖的以艺术为基础的驱动系统,用于图像和照片的水彩渲染。我们的系统可以对一组以前没有很好实现的水彩画的重要特征进行逼真的模拟。具体来说,我们设计了几种图像滤镜来实现:1)水彩指定的颜色转移; 2)基于显着性的详细程度图; 3)由于人的神经噪声造成的手部震颤效应; 4)在不同的湿颜料的边界区域中,通过艺术控制的湿润效果。一项用户研究表明,与以前的基于过滤器或基于物理的方法相比,我们的方法可以更好地产生具有艺术逼真的水彩效果。此外,我们的算法高效且易于并行化,使其适用于交互式图像水彩化。

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