Title :
Optical-flow-based movement tracking of the temporomandibular joint in digitized sequential images of X-ray television
Author :
Hayashi, Toyohiko ; Ken-Mochi, Minoru ; Katoh, Kazumasa ; Miyakawa, Michio
Author_Institution :
Graduate Sch. of Sci. & Technol., Niigata Univ., Japan
fDate :
30 Oct-2 Nov 1997
Abstract :
Movement estimation of the temporomandibular joint from sequential images of X-ray television comprises two procedures: (1) computation of the velocity field (optical flow) from two successive images; and (2) estimation of the velocity and the angular velocity (motion parameters) from data of the optical flow. The mandibular head of the X-ray image is observed merely as its blurred profile, superimposed by images of cranial bones. In order to achieve the movement tracking in such image data of inferior quality, the authors developed an accurate estimation of the optical flow using the Gabor wavelet transform, and an iterative estimation of the motion parameters. Through experiments employing an actual image-sequence of the TMJ, the authors´ methodology was verified to be effective for improving the estimation accuracy of the movement, thereby the successful tracking of the mandibular head being achieved
Keywords :
biomechanics; diagnostic radiography; image sequences; iterative methods; medical image processing; motion estimation; orthopaedics; Gabor wavelet transform; X-ray television; angular velocity; blurred profile; cranial bones; digitized sequential images; iterative estimation; mandibular head; medical diagnostic imaging; motion parameters; optical-flow-based movement tracking; temporomandibular joint; velocity field computation; Angular velocity; Cranial; Data flow computing; Head; Image motion analysis; Motion estimation; Optical computing; TV; Tracking; X-ray imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-4262-3
DOI :
10.1109/IEMBS.1997.757761