Segmentation Of Lung Structures With Fuzzy Clustering Algorithm
Journal Title: GRD Journal for Engineering - Year 2016, Vol 1, Issue 0
Abstract
Cancer are considered to be the major health threat in several regions of the world. After HIV, it is the second foremost infectious disease in worldwide causing death. When it is left undiagnosed and untreated, humanity rates of patients are high. The diagnostic methods are slow and still unreliable to detect. In order to reduce the liability of the disease, this work presents our automatic methodology for identifying Cancer. Initially, the extraction of the lung region is done using a graph cut segmentation method. Using this lung region, we figure out a set of texture and shape features, which enable the X-rays to be classified as normal or abnormal using the SVM classifier. This paper presents a simplified methodology using fuzzy logic segmentation from the natural image processing to lung segmentation tasks over GC segmentation. The proposed indicative system for analyzing CANCER segmentation achieves a better performance than the approaches of graph cut segmentation
Authors and Affiliations
Dr. A. Umarani, R. Arunjunai Rani, Su. Raja Subhashini
Keywords
Related Articles
- EP ID EP303050
- DOI -
- Views 105
- Downloads 0
Forging Defects Analysis in Suspension Arm and Product Development
Forging process commonly used in industry and affected by the process defects like folds or laps, unfelling , cracks size variations prevalent in forging process. The Suspension arm are made by different material. The si...
Comparative Study on IS 456:2000 and Eurocode 2: EN 1992-1-1 for Analysis and Design of R.C.C. Beam
The reinforced concrete structures must be analyzed and designed according to the provisions of relative design standards. Design codes are the documents which are established for the design of a respective structure. Mo...
Arduino RGB
RGB light are special lights, with only one LED which is capable of emitting red, green & blue with a single LED (Light Emitting Diode). Though there are such LEDs present in market which come pre-programmed. What we are...
TRAFFIC SYMBOL IDENTIFICATION AS TRAIN INTELLIGENCE
Video Surveillance is very common in day-to-day life. In this paper we show how a video analytics takes place in a video surveillance, specifically aimed at efficient detection and recognition the traffic symbols that’s...
Segmentation Of Lung Structures With Fuzzy Clustering Algorithm
Cancer are considered to be the major health threat in several regions of the world. After HIV, it is the second foremost infectious disease in worldwide causing death. When it is left undiagnosed and untreated, humanity...