Medical Image Segmentation using Texture Information.

Journal Title: International Journal of Applied Science and Mathematics - Year 2019, Vol 10, Issue 1

Abstract

Medical image segmentation is an important step to extract an abnormalities regions such as tumor or lesion. This paper presents a segmentation method for medical image using texture information. The proposed method extracts the feature from gray level co-occurrence matrix. The filter then applied to extract area in the medical image that has specific matrix pattern. The method was tested on the MRI and CT images and the experiment results show the high accuracy of the method.

Authors and Affiliations

Phuong Thao Caoa, et al.

Keywords

Related Articles

On the Fisher Cumulative Distribution Function.

In this paper, a hand-calculation formula for the cumulative distribution function of the Fisher distribution with positive integer degrees of freedoms is proposed. The proposed method is based on using the differentiati...

The Topology of Materialized Understanding

This paper materialize the abstract topology, using the language easy to understand, and introduce "topology", this math concepts as well as the core of it. In the process, we start from the definition of the concept of...

Application of Differential Equation in Heat Conduction Model

Heat conduction is a phenomenon of heat transfer without macroscopic motion in the medium, and heat transfer will occur as long as there is temperature difference between the medium and the medium. As a main way of heat...

From the Logical Foundation and the Derivation of E = (mc2/22) + (mc2) (21/22) = mc2 to the Fractal Nature of Reality

Using stringent but ordinary logic and some elementary mathematics and physics, we show in the present Letter that the famous when written in it’s two as well as three cosmic energy densities, will entail a near to compl...

The Importance of Topology

Space is an important element of mathematical research. The study of spatial properties is a foremost task in topology. This paper discusses the importance of topology in three aspects. Firstly, taking a mathematical ana...

Download PDF file
  • EP ID EP506052
  • DOI -
  • Views 98
  • Downloads 0

How To Cite

Phuong Thao Caoa, et al. (2019). Medical Image Segmentation using Texture Information.. International Journal of Applied Science and Mathematics, 10(1), 32-37. https://europub.co.uk/articles/-A-506052