학술논문

Adaptive Control of Video Display for Diagnostic Assistance by Analysis of Capsule Endoscopic Images
Document Type
Conference
Source
18th International Conference on Pattern Recognition (ICPR'06) Pattern Recognition, 2006. ICPR 2006. 18th International Conference on. 3:980-983 2006
Subject
Signal Processing and Analysis
Computing and Processing
Adaptive control
Displays
Image analysis
Video sequences
Gastrointestinal tract
Biomedical imaging
Medical diagnostic imaging
Diseases
Intestines
Layout
Language
ISSN
1051-4651
Abstract
In this paper, we present a method for reducing diagnostic time by adaptively controlling the frame rate in a capsule.. endoscopic image sequence. The video sequence, which was capture over 8 hours, requires from 45 minutes to two hours of extreme concentration by examining doctors to make diagnosis. Effectiveness of the method is that the sequence can be played at high..speed in stable regions to save time and then decreased at rough changes that can then help ascertain suspicious findings more..conveniently. To realize such a system, the capturing conditions are classified into groups corresponding to the changing states between two frames. The.. delay time of these frames was calculated by the parametric functions. The optimal parameter set was determined from.. evaluations by medical doctors. We concluded that the average diagnostic time could be reduced from 8 hours down to about 30 minutes.