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基于笔画风格分析的绘画风格渲染

Stroke Style Analysis for Painterly Rendering

  • 摘要: 本文提出了一种能够进行笔画风格自动分析和模拟的绘制系统,及相应的绘制接口。该系统能够针对用户输入的特定风格模板进行逼真的风格迁移。不同于传统的基于纹理的风格迁移工作,本系统致力于提取,分析以及模拟基于笔画表达的高层风格信息。通过丰富的结果,用户调研,及验证实验,证明了本文提出的面向笔画风格的绘制系统能够显著减少用户在使用绘制系统时的参数调试时间,同时允许非专业用户,仅通过输入一个模板,高效的创建个性化的艺术风格。

     

    Abstract: We propose a novel method that automatically analyzes stroke-related artistic styles of paintings. A set of adaptive interfaces are also developed to connect the style analysis with existing painterly rendering systems, so that the specific artistic style of a template painting can be effectively transferred to the input photo with minimal effort. Different from conventional texture-synthesis based rendering techniques that focus mainly on texture features, this work extracts, analyzes and simulates high-level style features expressed by artists' brush stroke techniques. Through experiments, user studies and comparisons with ground truth, we demonstrate that the proposed style-orientated painting framework can significantly reduce tedious parameter adjustment, and it allows amateur users to efficiently create desired artistic styles simply by specifying a template painting.

     

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