Paper Title:
Feature Extraction on Medical Image Using 2D Gabor Filter
  Abstract

Mammography is a specific type of imaging that produces an X-ray picture of the human breast. Detection of tumors at an early stage is important step in diagnosis of the abnormalities in mammograms. In many of the cases, preprocessing process of the raw image involving of enhancement, filtering and determination of textural features have been necessary for successful implementation of this study. Raw image is applied histogram equalization method in order to enhance the image intensity. Thus, the noise of that image is eliminated using Gaussian filtering method. Gabor wavelet based algorithm such Gabor filter is used to extract the feature of that images.

  Info
Periodical
Edited by
Zhou Mark
Pages
2128-2132
DOI
10.4028/www.scientific.net/AMM.52-54.2128
Citation
M. N. S. Zainudin, M. Mohd Said, M. M. Ismail, "Feature Extraction on Medical Image Using 2D Gabor Filter", Applied Mechanics and Materials, Vols. 52-54, pp. 2128-2132, 2011
Online since
March 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Qing Hua Gao, Jie Wang, Ming Lu Jin
Abstract:The particle filter (PF) algorithm provides an effective solution to the non-linear and non-Gaussian filtering problem. However, when the...
1895
Authors: Chi Hua Chen, Szu Yin Lin, Hsu Chia Chang, Chi Chun Lo
Chapter 1: Materials Science and Engineering
Abstract:In global open economy, transaction price estimation is an important issue in finance under stock price fluctuation. However, the transaction...
213
Authors: Kan Donga, Li Jun Diaob, Da Nan Sun, Bai Shui Ruan, Zhi Gang Liu
Chapter 18: Mechanical and Electronic Engineering Control
Abstract:Decoupling the stator current into magnetizing current and torque current, the vector control technique improves the performance of AC drive...
6812
Authors: Fuan Tsai, Yih Shyh Chiou, Huan Chang
Chapter 7: Sensors, Mechatronics and Robotics
Abstract:This paper presents the performance of an adaptive location estimator combining Kalman filtering (KF) scheme with vision-assisted scheme for...
2009
Authors: He Huang, Bin Luo
Chapter 6: Sensors and Intelligent Instrument
Abstract:Indoor environments are complicated and changeable, and RSSI (Received Signal Strength Indication) observations have great randomness, so the...
505