Title :
Landmark Extraction from Echocardiography Sequence Based on Corner Detection Algorithms Using Product Moment Coefficient Matcher
Author :
Mansoory, Meysam Siyah ; Behnam, Hamid ; Zadeh, Emad Fatemi
Author_Institution :
Bio Med. Eng. Dept., Azad Univ., Tehran, Iran
Abstract :
Landmark extraction is used as the first step of many vision tasks such as tracking, image registration, localization, image matching and recognition. Furthermore, landmarks are used to reduce the data flow and consequently the computational costs. In this paper we extracted landmarks from echocardiography sequence, our algorithm is based on corner extraction, and then we evaluate our algorithm with applying some test. For this purpose, we evaluated the detectors according to their repeatability, stability and landmark localization under changes in noise.
Keywords :
echocardiography; feature extraction; image sequences; medical image processing; noise; corner detection algorithms; echocardiography sequence; landmark extraction; landmark localization; noise; product moment coefficient matcher; tracking; Computational efficiency; Data mining; Detection algorithms; Detectors; Echocardiography; Image matching; Image recognition; Image registration; Stability; Testing; Lanmark extraction; PMCM; corner detection; echocardiogeraphy sequen; tracking;
Conference_Titel :
2009 International Conference on Signal Processing Systems
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3654-5
DOI :
10.1109/ICSPS.2009.67