Analysis Of Preprocessing Techniques In Echocardiographic Sequences

Keith J. Dreyer; Joseph Simko; A. Christian Held

doi:10.1117/12.953303

25 May 1989 Analysis Of Preprocessing Techniques In Echocardiographic Sequences

Keith J. Dreyer, Joseph Simko, A. Christian Held

Proceedings Volume 1092, Medical Imaging III: Image Processing; (1989) https://doi.org/10.1117/12.953303
Event: Medical Imaging III, 1989, Newport Beach, CA, United States

Abstract

A heuristic algorithm was designed and tested which allows for the computer generation of optimal preprocessing filter sequences for any class of image data. This method was employed in the search for an ideal technique of preprocessing echocardiographic image data prior to edge detection. The method appears potentially capable of producing efficient preprocessing sequences for this image class when compared to other widely used preprocessing methods. Furthermore, the search algorithm appears to be an acceptable way to reduce the infinitely large search space of convolution masks with various filtering properties.

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Keith J. Dreyer, Joseph Simko, and A. Christian Held "Analysis Of Preprocessing Techniques In Echocardiographic Sequences", Proc. SPIE 1092, Medical Imaging III: Image Processing, (25 May 1989); https://doi.org/10.1117/12.953303

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KEYWORDS

Convolution

Edge detection

Image processing

Medical imaging

Image filtering

Image quality

Linear filtering

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