[MS03] Biomedical Imaging in Disease Diagnosis

[MS03-04] An automated segmentation model and application to biomedical image

*Abdul Halim¹, Rathtish Kumar BV² (1. Memari College, West Bengal (India), 2. Department of Mathematics & Statistics, IIT Kanpur Kanpur (India))

Keywords:

Image analysis

In this talk, I will present a PDE-based model that incorporates a multi-well potential for the segmentation of grayscale images. The multi-well potential is constructed from the image histogram of the given image, and during this process, it automatically detects the number of segments present in the given image. Furthermore, the model can be applied channel-wise to segment color images. It has been used to segment biomedical images such as brain MRI images, histopathology slides, and deep dermal burn images. The importance of medical image segmentation will also be discussed