A PDM based Approach for Defining Initial Hypothesis of Lung and Clavicles in Chest Radiograph
عنوان مقاله: A PDM based Approach for Defining Initial Hypothesis of Lung and Clavicles in Chest Radiograph
شناسه ملی مقاله: ICS11_241
منتشر شده در یازدهمین کنفرانس سراسری سیستم های هوشمند در سال 1391
شناسه ملی مقاله: ICS11_241
منتشر شده در یازدهمین کنفرانس سراسری سیستم های هوشمند در سال 1391
مشخصات نویسندگان مقاله:
Mohammad Sabri - Department of Computer engineering Mahshahr branch, Islamic Azad University, Mahshahr, Iran
Ali Broumandnia - Department of Computer engineering South Tehran branch, Islamic Azad University, Tehran, Iran
خلاصه مقاله:
Mohammad Sabri - Department of Computer engineering Mahshahr branch, Islamic Azad University, Mahshahr, Iran
Ali Broumandnia - Department of Computer engineering South Tehran branch, Islamic Azad University, Tehran, Iran
In this paper we review a PDM method for defining simple and flexible model of shape variations of the lungs andclavicles anatomy in chest radiographs. Boundaries of these organs are represented by a set of landmark points and modes ofvariations are determined from ways which the landmark points tend to deform from a mean shape. The method has linearcomputational complexity. This model can be used as initial hypothesis in automatic image search, segmentation, and cancerdetection algorithms. This method is shown to be an efficient method for refining initial hypothesis and has much less dimensionsas compared to the original shape data
کلمات کلیدی: Point Distribution Models, Landmarks, Mean Shape, Alignment, Boundary, Radiographs
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/214821/