PGA Based Thresholding Schemes for Image Segmentation

PGA Based Thresholding Schemes for Image Segmentation

Object and Background Classification

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In this book, the problem of image segmentation has been addressed using the notion of thresholding. Since the focus of this work is primarily on object/objects background classi cation and fault detection in a given scene, the segmentation problem is viewed as a classi cation problem. In this regard, the notion of thresholding has been used to classify the range of gray values and hence classi es the image. The gray level distributions of the original image or the proposed feature image have been used to obtain the optimal threshold. A Minimum Mean Square Error (MMSE) based FL and FB schemes ...