首页> 外文会议>2011 International Joint Conference of IEEE TrustCom-11/IEEE ICESS-11/FCST-11 >Anisotropic Band-Pass Trilateral Filter for Creating Artistic Painting from Real Image
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Anisotropic Band-Pass Trilateral Filter for Creating Artistic Painting from Real Image

机译:各向异性带通三边形滤波器,用于根据真实图像创建艺术画

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In this work, we propose a new non-photo realistic rendering approach to the creation of artistic painting from a color image. Our algorithm consists chiefly of two steps: a trilateral filter is firstly applied to the original image for creating drawings vertical to the edges and then a DoG-like band-pass filter is adapted for generating streams along the eigenvectors and therefore smoothes image along stream lines. The proposed trilateral filter in fact is an extension of bilateral filter by considering additional gradient space. On the other hand, DoG-like band-pass filter is computed from eigenvectors and eigenvalues of a tensor matrix calculated at each pixel. Our approach effectively preserves image structures while anis tropically blurring image regions. In regions with low contrast, stream-like structures are also well produced due to gradient relaxation. The experiments demonstrate that the two-steps algorithm can produces good and pleasant visual results.
机译:在这项工作中,我们提出了一种新的非照片现实渲染方法来创建彩色图像的艺术绘画。我们的算法主要由两个步骤组成:首先将三边滤波器应用于原始图像,以创建垂直于边缘的图纸,然后适于沿着特征向量产生流,因此沿着流线平滑图像。所提出的三边形过滤器实际上是通过考虑额外的梯度空间来扩展双侧过滤器。另一方面,从每个像素计算的张量矩阵的特征向量和特征值计算狗状带通滤波器。我们的方法有效地保留了图像结构,而ANIS在热度模糊的图像区域。在具有低对比度的区域中,由于梯度松弛,流化结构也很好地产生。实验表明,双步算法可以产生良好且令人愉悦的视觉结果。

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