Title :
Segmentation of bowel images and its implementation using Virtex FPGA kit
Author :
Sudha, N. ; Santhiyakumari, N. ; Lay, Bruno
Author_Institution :
KPR Inst. of Eng., & Technol., Coimbatore, India
Abstract :
Wireless Capsule Endoscopy (WCE) plays a wide role in the diagnosis of bowel diseases. Capsule Endoscopy produces large number of images and it has been analyzed manually by the physicians which is a tough task. Such large data set provide an opportunity for segmenting the bowel images. A segmentation method for extraction of bowel images based on threshold segmentation technique followed by the morphological technique is proposed in this paper. The segmentation of bowel image has been obtained using Aphelion Dev real time software. The resulting image has been implemented in Virtex Field Programmable Gate Array (FPGA) kit which provides minimum hardware resources and low power consumption and is desirable for real time medical applications and analysis. Total power consumption is 0.182W.
Keywords :
biomedical optical imaging; diseases; endoscopes; feature extraction; field programmable gate arrays; image segmentation; medical image processing; Aphelion Dev real time software; Virtex FPGA kit; Virtex field programmable gate array kit; bowel disease diagnosis; bowel image extraction; bowel image segmentation; morphological technique; power 0.182 W; threshold segmentation technique; wireless capsule endoscopy; Image resolution; Image segmentation; Manuals; Medical diagnostic imaging; Software; Surface morphology; Aphelion Dev; Bowel Tumor; Threshold segmentation technique; Virtex Field Programmable Gate Array; Wireless Capsule Endoscopy (WCE);
Conference_Titel :
Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6084-2
DOI :
10.1109/ICECCT.2015.7226074