计算机工程与应用 ›› 2007, Vol. 43 ›› Issue (5): 56-59.
• 学术探讨 • 上一篇 下一篇
赵丛 彭国华
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Cong Zhao GuoHua Peng
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摘要: 传统变形技术以交互式特征对应为基础,建立源图像到形变图像的映射函数。而交互特征对应是一个耗时费力又缺乏精确度的过程,因而自动特征对应是一项十分有意义的研究。本文在总结经典变形算法及已有的自动变形算法基础上,提出了在多尺度空间中搜索形变函数的变形算法,将自动变形问题转化为能量模型下的优化问题。算法在满足精度要求的同时,快速地逼近全局最优形变函数,达到自动特征指定的目的。实验表明,算法能够在较短的时间内得到令人满意的插值序列。
关键词: 图像变形, 网格变形, 自动特征对应, 多尺度分析, 能量最小化
Abstract: Traditional image morphing techniques involve user interaction, which is usually boring and inaccurate. Therefore, research on automatic feature-correspondence is of great significance. Based on classic morphing algorithms and their automations, this paper presents an automatic morphing algorithm, which exploits Multi-Resolution Analysis. It turns the feature-correspondence problem to an energy-minimization process, and experimentation demonstrates that, optimum warping function can be found in a short time, and satisfactory in-between images come out.
Key words: image morphing, mesh warping, automatic feature correspondence, Multi-Resolution Analysis, energy-minimization
赵丛 彭国华. 多尺度模型下的自动图像变形[J]. 计算机工程与应用, 2007, 43(5): 56-59.
Cong Zhao GuoHua Peng. Automatic Morphing With Multiscale Analysis[J]. Computer Engineering and Applications, 2007, 43(5): 56-59.
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实现牙体预备触觉交互仿真的图形显示