文件名称:asmlibrary-5.0
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ASM(Active Shape Model,主动形状模型),是一种基于统计模型的图像搜索方法。它的优点是能根据训练数据对参数的调整加以限制,从而将形状的改变限制在一个合理的范围。ASM方法首先针对特定目标建立形状模型并采用一系列特征点来描述,称为点分布模型(PDM);然后对形状模型中的每个特征点建立特征点附近的灰度模型;ASM方法利用灰度模型在目标图像中搜索特征点的最佳位置,同时根据搜索结果调整形状模型的参数,最终使模型匹配到目标的轮廓上。-ASM (Active Shape Model, active shape model), a statistical model-based image search method. The advantage is that the shape change limited to a reasonable range can be limited adjustments to the parameters according to the training data. ASM method first shape model created for specific target and to describe a series of feature points, known as the point distribution model (PDM) then the vicinity of the feature point of each feature point in the shape model to establish gray model ASM method using gray degree model to search for the best position of the feature point in the target image, according to the search results at the same time to adjust the parameters of the shape model, and ultimately make the model is matched to the contour of an object.
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下载文件列表
asmlibrary-5.0\doc\asmlibrary-api.pdf
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