Title :
A combined local-global optical flow approach for cranial ultrasonogram image sequence analysis
Author :
Ahmad, Mohiuddin ; Taslima, Taohida ; Lata, Lutfunnesa ; Yamada, Masayoshi
Author_Institution :
Dept. of Electr. & Electron. Eng., Khulna Univ. of Eng. & Technol., Khulna
Abstract :
Tissue-motions can represent the strength of artery pulsation of a newborn baby for pediatrics diagnosis. In this paper, we propose a novel method to estimate the tissue-motion quantitatively by combining local and global motion estimation methods, namely combined local-global (CLG) optical flow technique in cranial ultrasonogram of newborn babies. Tissue motions are estimated in different coronal sections successfully. Further, we analyze the time variant tissue-motion by using discrete Fourier transform. We also observed the pulsation in the time variant motion images and strong pulsation is observed in the harmonic frequency of tissue-motion that has a relation to the heartbeat frequency of a newborn baby.
Keywords :
biological tissues; biomedical ultrasonics; cardiology; discrete Fourier transforms; image sequences; medical image processing; motion estimation; paediatrics; artery pulsation; combined local-global optical flow approach; cranial ultrasonogram image sequence analysis; discrete Fourier transform; harmonic frequency; heartbeat frequency; newborn baby; pediatrics diagnosis; tissue-motion estimation; Adaptive optics; Arteries; Cranial; Heart beat; Image motion analysis; Image sequence analysis; Motion estimation; Optical noise; Pediatrics; Ultrasonic imaging; CLG optical flow; Tissue-motion; artery pulsation; cranial ultrasonogram; newborn baby head;
Conference_Titel :
Computer and Information Technology, 2008. ICCIT 2008. 11th International Conference on
Conference_Location :
Khulna
Print_ISBN :
978-1-4244-2135-0
Electronic_ISBN :
978-1-4244-2136-7
DOI :
10.1109/ICCITECHN.2008.4803041