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Enhanced Marker-Controlled Watershed Segmentation Algorithm for Brain Tumor Segmentation by J. Pearline Sheba Grace; P. Ezhilarasi is a book available to read on EtoBox.

What is Enhanced Marker-Controlled Watershed Segmentation Algorithm for Brain Tumor Segmentation about?

Image processing has always been a vivid area of research that helps mankind unveil the wondrous works. In this paper, the proposed image segmentation algorithm is used to segment the region of interest (ROI) from the MR images. The ultimate idea behind the process of segmentation is to segregate tumor region from the homogenous anatomical structures. The paper proposes an enhanced marker controlled watershed segmentation algorithm which will help in the precise segmentation of the region of interest (ROI) from the provided input image. The Enhanced Marker-Controlled Watershed Segmentation Algorithm helps in identifying the tumor region and segment it such that the tumor can be analyzed for further diagnosis. The proposed method provides a precise accuracy of 99.14% which determines the fact that the tumor region is being segmented accurately with few false positive rate.

Author

J. Pearline Sheba Grace; P. Ezhilarasi

Publisher

Springer International Publishing Springer

Published

2022

Language

EN

ISBN

9783031107672

Subjects

Computer Science, Business, Management