| 一种基于SVD的图像水彩风格绘制算法 |
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| 引用本文： | 程琳琳,陈昭炯,傅明建. 一种基于SVD的图像水彩风格绘制算法[J]. 计算机应用与软件, 2019, 36(5): 183-186,215 |
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| 作者姓名： | 程琳琳 陈昭炯 傅明建 |
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| 作者单位： | 广东交通职业技术学院 广东广州510650;福州大学数学与计算机科学学院 福建福州350116;福州大学数学与计算机科学学院 福建福州350116;福州大学网络信息安全与计算机技术国家级实验教学示范中心 福建福州350116 |
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| 基金项目： | 国家自然科学基金;国家自然科学基金;广东省青年创新人才项目;广东省教育科研项目;广东省攀登计划项目;教育部职业院校信息化教学指导委员会项目;福建省自然科学基金 |
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| 摘 要： | 针对传统图像水彩风格生成算法时间效率低,且容易出现色彩不协调的问题,提出一种基于奇异值分解SVD(singular value decomposition)的图像水彩风格绘制算法。利用SVD算法提取图像的主成分,再通过mean-shift算法实现图像的水彩风格效果。采用色彩传递算法,改善图像水彩风格的色彩视觉效果。实验结果表明,该算法实现的水彩风格艺术效果良好,可提高时间效率,同时色彩传递技术也使得水彩风格的艺术效果更加灵活多变。
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| 关 键 词： | 奇异值分解(SVD) 色彩传递 MEAN-SHIFT 水彩风格绘制 分水岭变换 |
IMAGE WATERCOLOR STYLE-RENDERING ALGORITHM BASED ON SINGULAR VALUE DECOMPOSITION |
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| Cheng Linlin,Chen Zhaojiong,Fu Mingjian. IMAGE WATERCOLOR STYLE-RENDERING ALGORITHM BASED ON SINGULAR VALUE DECOMPOSITION[J]. Computer Applications and Software, 2019, 36(5): 183-186,215 |
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| Authors: | Cheng Linlin Chen Zhaojiong Fu Mingjian |
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| Affiliation: | (Guangdong Communications Polytechnic,Guangzhou 510650,Guangdong,China;College of Mathematics and Computer Science,Fuzhou University,Fuzhou 350116,Fujian,China;National Experimental Teaching Demonstration Center of Network Information Security and Computer Technology,Fuzhou University,Fuzhou 350116,Fujian,China) |
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| Abstract: | Aiming at the problem of low time efficiency and colour deviation in traditional watercolour style rendering algorithm,we proposed a watercolour style-rendering algorithm based on singular value decomposition(SVD).SVD algorithm was used to extract the principal components of image,and then mean-shift algorithm was used to achieve the watercolour style effect.We used colour transfer algorithm to improve the visual effect of watercolour style rendering.Experimental results show that the algorithm has good artistic effect and improves the time efficiency.Colour transfer technology also makes the artistic effect of watercolour style more flexible. |
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| Keywords: | Singular value decomposition(SVD) Color transfer Mean-shift Watercolor style-rendering Watershed conversion |
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