A novel model for image classification based on Persistent Homology
Journal
International Journal of Science and Research (IJSR)
Date Issued
2022-12
Author(s)
Petar Sekuloski
Vassil Grozdanov
Abstract
Topological Data Analysis (TDA) is relatively new field of Applied Mathematics that emerged rapidly last years. The main tool of Topological Data Analysis is Persistent Homology. Persistent Homology tracks the topological features of datasets. In this paper we will introduce a novel model for image classification based on Persistent Homology. In the experimental part we the introduced new novel on real medical dataset. Using this model, the classification was improved.
