Image Segmentation and Optimization Techniques: A Short Overview
Shubham Mahajan and Amit Kant Pandit
Published: January 31, 2022
Abstract
Segmentation aims to distinguish many essential parts that define objects. Segmentation, a challenging step in image processing, plays a key role in detecting objects and pattern recognition [1]. It is necessary to develop an image segmentation algorithm that does not require human intervention and minimal computational resources. The solution to the problem previously proposed relies on C and K-means clustering algorithms [2-3]. But the cluster number computation was its key drawback, along with the fact that the system’s computing complexity increased exponentially.