An automated detection and classification approach in MRI tumor diagnosis
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 10
Abstract
In the process of image coding, external noises impact a lot in processing efficiency. In the application of medical image processing, this effect is more, important due to its finer content details. It is required to minimize the noise effect with preserving the image content information, without losing the image generality. Towards the objective of image denoising, in this work, a dynamic block coding approach for noise minimization in medical image processing is presented. The second observing factor in region segmentation is the marking of small region patterns which are derived due to misclassification of actual and detected regions. the complexity of detection logic, due to recurrent coding is an additional factor to observe. In this paper, a new recurrent coding approach of region segmentation is proposed, overcoming the issue of region marking, discontinuity issue and small region miss-classification. The suggested approach is a simpler and robust to region detection, test over different MRI samples.
Authors and Affiliations
Somashekhar Swamy, P. K. Kulkarni
Keywords
Related Articles
- EP ID EP392528
- DOI 10.9790/9622-0710020110.
- Views 108
- Downloads 0
Improved Aodv Routing Protocol with Efficient Qos for Wireless Mesh Network
Wireless Mesh Network (WMN) Is Emerging Concept In Wireless Networks Supporting Broadband An And High Speed Multimedia Services, So Network Must Guaranteed The Quality-Of-Services (Qos). This Paper Proposed, A New Qos-Aw...
The Addition of Aluminum Nanoparticles to Polypropylene Increases Its Thermal Stability
This work reports the thermal degradation kinetics of isotactic polypropylene (iPP) and iPP with incorporated Al nanoparticles. The Friedman, Flynn-Wall–Ozawa (FWO), ASTM E698 and Coats-Redfern methods were used to calcu...
Performance Characteristics of Solar Cells in Spaceunder Shadow Effect
To study the effect of shadow caused on the solar array in the orbit due to space craft appendages. The shadow due to space craft appendages is a moving shadow with respect to the space craft local time. It is very impor...
Assessment of Water Quality Index of the Kolong River of Nagaon District of Assam, India
The objective of the study is to analyze the Water Quality Index (WQI) and analysis of variations of Water Quality Index parameters along the Kolong River,Nagaon, Assam, after the breaching of Hatimura dyke in 2017. WQI...
A Review of Big Data Analytics in Sector of Higher Education
This paper is about the use of big data analytics in higher education. In this paper, we see what the big data is and where does it come from. We will also try to find why the big data analytics has become a buzzword in...