Implementation of Lower Leg Bone Fracture Detection from X-Ray Images

Khaing Thinzar; San Myint

Title:
Implementation of Lower Leg Bone Fracture Detection from X-Ray Images

Authors:
San Myint | Khaing Thinzar

Cite This Article :

San Myint | Khaing Thinzar "Implementation of Lower Leg Bone Fracture Detection from X-Ray Images" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5, August 2019, pp.2411-2415, URL: https://www.ijtsrd.com/papers/ijtsrd27957.pdf

Download

Abstract :
A methodology and various techniques are presented for development of fracture detection system using digital image processing. This paper presents an implementation of bone fracture detection using medical X-ray image. The goal of this paper is to generate a quick and diagnosis can save time, effort and cost as well as reduce errors. The main objective of this research is to classify the lower leg bone fracture using X-ray image because this type of bone are the most commonly occur in bone. This paper classifies the two types of fracture (Non-fracture and fracture or Transverse fracture) by using SVM classifier. The proposed system has basically five steps, namely, image acquisition, image pre-processing, image segmentation, feature extraction and image classification.

Keywords :
X-Ray images, Lower Leg bone, Image processing, Fracture type, SVM Classifier

Publication Details:

Unique Identification Number : IJTSRD27957

Published In : Volume-3 | Issue-5, August 2019

Page Number(s) : 2411-2415

Publisher Name : IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470

Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

About IJTSRD
Indexing

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.