Title :
Detecting contrast agents in ultrasound image sequences for tumor diagnosis
Author :
Noro, Kazumasa ; Ito, Koichi ; Yanagisawa, Yukari ; Sakamoto, Maya ; Mori, Shiro ; Shiga, Kiyoto ; Kodama, Tetsuya ; Aoki, Takafumi
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Abstract :
This paper proposes a method for detecting contrast agents in ultrasound image sequences to develop diagnostic ultrasound imaging systems for tumor diagnosis. The conventional methods are based on simple subtraction of ultrasound images to detect ultrasound contrast agents, where the conventional methods need ultrasound image sequences with and without contrast agents. Even if the subject slightly moves, the detection result of the conventional methods includes significant errors. On the other hand, the proposed method employs the spatio-temporal analysis of the pixel intensity variation over several frames. The proposed method also employs motion estimation to select optimal image frames for detecting contrast agents. Through a set of experiments using mice, we demonstrate that the proposed method exhibits efficient performance compared with the conventional methods.
Keywords :
biomedical ultrasonics; image sequences; medical image processing; motion estimation; spatiotemporal phenomena; tumours; diagnostic ultrasound imaging systems; motion estimation; pixel intensity variation; spatiotemporal analysis; tumor diagnosis; ultrasound contrast agent detection; ultrasound image sequences; Biomedical imaging; Computed tomography; Educational institutions; Image sequences; Motion estimation; Tumors; Ultrasonic imaging;
Conference_Titel :
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location :
Siem Reap
DOI :
10.1109/APSIPA.2014.7041598