DocumentCode :
140121
Title :
Wireless Micro-Ball endoscopic image enhancement using histogram information
Author :
Attar, Abdolrahman ; Xiang Xie ; Chun Zhang ; Zhihua Wang ; Shigang Yue
Author_Institution :
Sch. of Comput. Sci., Univ. of Lincoln, Lincoln, UK
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
3337
Lastpage :
3340
Abstract :
Wireless endoscopy systems is a new innovative method widely used for gastrointestinal tract examination in recent decade. Wireless Micro-Ball endoscopy system with multiple image sensors is the newest proposed method which can make a full view image of the gastrointestinal tract. But still the quality of images from this new wireless endoscopy system is not satisfactory. It´s hard for doctors and specialist to easily examine and interpret the captured images. The image features also are not distinct enough to be used for further processing. So as to enhance these low-contrast endoscopic images a new image enhancement method based on the endoscopic images features and color distribution is proposed in this work. The enhancement method is performed on three main steps namely color space transformation, edge preserving mask formation, and histogram information correction. The luminance component of CIE Lab, YCbCr, and HSV color space is enhanced in this method and then two other components added finally to form an enhanced color image. The experimental result clearly show the robustness of the method.
Keywords :
biomedical optical imaging; endoscopes; image colour analysis; image enhancement; image sensors; medical image processing; CIE Lab; HSV color space; YCbCr color space; color distribution; color space transformation; edge preserving mask formation; gastrointestinal tract examination; histogram information correction; image enhancement method; image features; image quality; low-contrast endoscopic images; luminance component; multiple image sensors; wireless microball endoscopic image enhancement; wireless microball endoscopy system; Educational institutions; Endoscopes; Feature extraction; Histograms; Image color analysis; Image enhancement; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944337
Filename :
6944337
Link To Document :
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