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9 March 2010 Auto-biometric for M-mode echocardiography
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Abstract
In this paper we present a system for fast and accurate detection of anatomical structures (calipers) in M-mode images. The task is challenging because of dramatic variations in their appearances. We propose to solve the problem in a progressive manner, which ensures both robustness and efficiency. It first obtains rough caliper localization using the intensity profile image. Then run a constrained search for accurate caliper positions. Markov Random Field (MRF) and warping image detectors are used for jointly considering appearance information and the geometric relationship between calipers. Extensive experiments show that our system achieves more accurate results and uses less time in comparison with previously reported work.
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Wei Zhang, Jinhyong Park, and S. Kevin Zhou "Auto-biometric for M-mode echocardiography", Proc. SPIE 7624, Medical Imaging 2010: Computer-Aided Diagnosis, 76240L (9 March 2010); https://doi.org/10.1117/12.844345
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