DocumentCode :
1514354
Title :
A plan-guided analysis of cineangiograms for measurement of dynamic behavior of heart wall
Author :
Yachida, M. ; Ikeda, Makoto ; Tsuji, Satoshi
Author_Institution :
Dept. of Control Engng., Osaka Univ., Osaka, Japan
Issue :
6
fYear :
1980
Firstpage :
537
Lastpage :
543
Abstract :
As an example of noisy dynamic image processing, the paper presents a plan-guided analysis system of cineangiograms, X-ray motion pictures of a beating heart in which X-ray opaque dye is injected through a catheter. A task of the system is the detection of both the internal and external surfaces of the left ventricular chamber and the measurement of the spatial and temporal change in thickness of the heart wall, which gives us important measures of various heart diseases. The features of the system are as follows: 1) sophisticated edge detectors to detect boundary points having low contrast in noisy pictures, 2) an efficient search method for finding smooth boundaries of heart wall accurately using an improved optimization method, and 3) use of the plan to guide the above two processes so that the cineangiogram can be analyzed efficiently and reliably. Experiments have been carried out, and the results obtained so far show very good agreement with boundaries detected by radiologists.
Keywords :
biomechanics; biomedical measurement; cardiology; pattern recognition; picture processing; radiography; X-ray motion pictures; beating heart; cineangiograms; dynamic behaviour; edge detectors; heart diseases; heart wall; left ventricular chamber; noisy dynamic image processing; optimization; plan guided analysis; smooth boundaries; Detectors; Heart; Image edge detection; Noise; Noise measurement; Thickness measurement; X-ray imaging; Change detection; feature extraction; motion analysis; moving images; optimization method; picture processing; scene analysis;
fLanguage :
English
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher :
ieee
ISSN :
0162-8828
Type :
jour
DOI :
10.1109/TPAMI.1980.6447700
Filename :
6447700
Link To Document :
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