26 June 1992 Selecting a threshold for two-dimensional echocardiograms
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Abstract
Thresholding has been extensively used to separate myocardium from two-dimensional echocardiograms. We present a critical review of the existing threshold based methods, and propose a new interactive method that uses the known average wall thickness at the indicated region to determine a reference global threshold. The thickness of the wall as seen in the thresholded image is important for quantization of cardiac parameters such as ventricular volume, ejection fraction, etc. In echocardiograms, owing to the characteristics of the imaging environment, the cardiac wall thickness depends on the threshold. Many existing methods concentrate on extracting continuous wall regions. In our scheme we select a threshold that yields walls of proper thickness, and then attempt to get a continuous region. In our scheme, a user picks two points on a clearly visible section of the wall where the thickness is known. We compute a threshold by analyzing the regional histogram at that wall section, so that average thickness of the regional thresholded pattern is equal to the known wall thickness. This gives a reference threshold that is varied locally by regional three-dimensional morphology, to get local thresholds. The thresholding scheme suppresses noise and generates smooth boundaries.
© (1992) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Shriram V. Revankar, Shriram V. Revankar, David B. Sher, David B. Sher, } "Selecting a threshold for two-dimensional echocardiograms", Proc. SPIE 1660, Biomedical Image Processing and Three-Dimensional Microscopy, (26 June 1992); doi: 10.1117/12.59570; https://doi.org/10.1117/12.59570
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