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Contour tracking and synthesis in image sequences

机译:图像序列中的轮廓跟踪和合成

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Abstract: A method for generating a sequence of synthetic images from two different image sequences is described. The method is composed of two major processes, i.e., an object tracking and an image synthesizing. The process of the object tracking consists of two phases. The first phase is to determine an initial contour which roughly approximates the shape of the object, and the second phase is to extract an accurate contour from the initial one by using an active contour model. An initial contour of an object in the first frame is specified manually, and those in the following frames are determined by referring the extracted contour in the previous frame. The contour extracted in the current frame is deformed by detecting nonrigid object movements and the resultant shape is used as the initial contour of the active contour model in the next frame. The motion parameters representing camera motions are also estimated by calculating optical flows between two successive frames.!6
机译:摘要:描述了一种用于从两个不同的图像序列生成合成图像序列的方法。该方法由两个主要过程组成,即,对象跟踪和图像合成。对象跟踪的过程分为两个阶段。第一阶段是确定大致近似于对象形状的初始轮廓,第二阶段是通过使用主动轮廓模型从初始轮廓中提取准确的轮廓。手动指定第一帧中对象的初始轮廓,然后通过参考前一帧中提取的轮廓来确定后续帧中的对象的初始轮廓。通过检测非刚性物体的运动,当前帧中提取的轮廓将变形,并将所得形状用作下一帧中活动轮廓模型的初始轮廓。还可以通过计算两个连续帧之间的光流来估算代表相机运动的运动参数。6

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