Detection of elliptical shapes via cross-entropy clustering

TL;DR

This paper presents a method using cross-entropy clustering to detect elliptical shapes in images, capable of handling predefined sizes, positions, and extending to higher-dimensional ellipsoids.

Contribution

The paper introduces a novel approach employing cross-entropy clustering for efficient detection of ellipses and ellipsoids with specific size and position constraints.

Findings

Effective detection of ellipses with predefined parameters.

Extension of the method to higher-dimensional ellipsoids.

Robustness in various image scenarios.

Abstract

The problem of finding elliptical shapes in an image will be considered. We discuss the solution which uses cross-entropy clustering. The proposed method allows the search for ellipses with predefined sizes and position in the space. Moreover, it works well for search of ellipsoids in higher dimensions.