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    • 3. 发明授权
    • Face feature analysis for automatic lipreading and character animation
    • 面部特征分析,用于自动修剪和角色动画
    • US6028960A
    • 2000-02-22
    • US716959
    • 1996-09-20
    • Hans Peter GrafEric David Petajan
    • Hans Peter GrafEric David Petajan
    • G06K9/00G06K9/46
    • G06K9/00268
    • A face feature analysis which begins by generating multiple face feature candidates, e.g., eyes and nose positions, using an isolated frame face analysis. Then, a nostril tracking window is defined around a nose candidate and tests are applied to the pixels therein based on percentages of skin color area pixels and nostril area pixels to determine whether the nose candidate represents an actual nose. Once actual nostrils are identified, size, separation and contiguity of the actual nostrils is determined by projecting the nostril pixels within the nostril tracking window. A mouth window is defined around the mouth region and mouth detail analysis is then applied to the pixels within the mouth window to identify inner mouth and teeth pixels and therefrom generate an inner mouth contour. The nostril position and inner mouth contour are used to generate a synthetic model head. A direct comparison is made between the inner mouth contour generated and that of a synthetic model head and the synthetic model head is adjusted accordingly. Vector quantization algorithms may be used to develop a codebook of face model parameters to improve processing efficiency. The face feature analysis is suitable regardless of noise, illumination variations, head tilt, scale variations and nostril shape.
    • 一种面部特征分析,其通过使用孤立的框架面分析来生成多个面部特征候选物,例如眼睛和鼻子位置。 然后,围绕鼻子候选者定义鼻孔跟踪窗口,并且基于皮肤颜色面积像素和鼻孔区域像素的百分比将测试应用于其中的像素,以确定鼻子候选者是否表示实际的鼻子。 一旦确定了实际鼻孔,就可以通过在鼻孔跟踪窗口内投射鼻孔像素来确定实际鼻孔的尺寸,分离和连续性。 嘴口围绕嘴部区域定义,然后将口腔细节分析应用于口腔内的像素,以识别内部嘴和牙齿像素,从而产生内部嘴部轮廓。 鼻孔位置和内嘴轮廓用于产生合成模型头。 直接比较所生成的内口轮廓和合成模型头的内口轮廓,并相应地调整合成模型头。 矢量量化算法可用于开发面部模型参数的码本,以提高处理效率。 面部特征分析适用于噪声,照明变化,头部倾斜,尺度变化和鼻孔形状。