Title :
A technique for blood detection in wireless capsule endoscopy images
Author :
Penna, Barbara ; Tillo, Tammam ; Grangetto, Marco ; Magli, Enrico ; Olmo, Gabriella
Author_Institution :
Dip. di Elettron., Politec. di Torino, Turin, Italy
Abstract :
Wireless capsule endoscopy is an innovative technology for visualizing anomalies in the gastrointestinal tract, useful to replace traditional endoscopic diagnosis. Its advantages are related to the capability to reach the duodenum and small intestine, while eliminating the discomfort of patients. The time spent by a physician analyzing the results of wireless capsule endoscopy video can vary between 45 and 180 minutes, limiting its widespread diffusion. Therefore, methods able to perform an automatic pre-screening of images of interest are necessary. This paper presents an innovative technique to detect bleeding regions in wireless capsule endoscopy video. Experimental results show that the proposed algorithm exhibits a low false alarm rate, and is effective at reducing the time needed to analyze video sequences.
Keywords :
biological organs; biomedical optical imaging; blood; endoscopes; image sequences; medical image processing; anomaly visualization; automatic image prescreening; bleeding region detection; blood detection; duodenum; gastrointestinal tract; small intestine; traditional endoscopic diagnosis; video sequence; wireless capsule endoscopy image; wireless capsule endoscopy video; Abstracts; Biomedical optical imaging; Blood; Facsimile; Image edge detection; Integrated optics; Optical sensors;
Conference_Titel :
Signal Processing Conference, 2009 17th European
Conference_Location :
Glasgow
Print_ISBN :
978-161-7388-76-7