Study and Analysis of Various Pre-Processing Techniques used in Breast Cancer Detection using Image Processing
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 5
Abstract
In this paper various image pre-processing techniques for mammogram images including filtering and enhancement techniques are studied and analyzed. In the re-cent days’ breast cancer detection has become a very important role for women to save their life. Due to the poorly captured mammogram image quality pre-processing is the most important step in mammogram analysis. Few enhancement techniques like CLAHE, Power Law Transformation, Contrast Stretching and filters like Gaussian, Median and Average Filtering techniques are applied to the MIAS database that has more than 320 images. The obtained results are compared on the basis of statistical parameters like Peak Signal to Noise Ratio (PSNR)and Mean Square Error (MSE)and are presented in this paper. A higher PSNR value relates to the better suitability of the various pre-processing techniques.
Authors and Affiliations
Vidya. M, S. Dilip Kumar
Keywords
Related Articles
- EP ID EP22161
- DOI -
- Views 214
- Downloads 4
Performance Analysis of Flat Plate Solar Water Collector using Trapezoidal shape and Semicircular Tubes
The flat plate collector forms the heart of any solar energy collection systems designed for operation in the low temperature range, from ambient to 60oc, or the medium temperature range, from ambient to 100oc. A well e...
Brief Review of Max-Min Ant System based Focussed Crawler
A focused crawler is Web crawler that traverses the Web to explore information that is related to a particular topic of interest only. This study, aims to find the Indian academicians webpages from foreign universities...
Coordinated Active and Reactive Power Control of Grid Connected Micro Grid Using Soft Computing Technique
A micro grid is a cluster of DG units that interface with an electrical distribution network using power electronic interfaces such as Voltage Sourced Inverter (VSI). The main task of a DG unit is to control the output...
Improvement in AODV Protocol to avoid link failure in ADHOC Network
The wireless ad hoc network is the self-configuring network; where mobile nodes can leave or join the network when they want. There are various types of routing protocol in ADHOC Network; by using these protocols commun...
Real Time Monitoring of Humidity and Temperature Effects on Pv Cells with Data Logger System
Today the world is focused in harnessing non-conventional sources of energy to cater the energy needs of the world’s growing population. Solar energy is one such renewable energy source with great potential to be the pr...