Title :
K-means tracker-based object tracking method for digital camera
Author :
Koyama, Kan-ichi ; Hamamoto, Yasuhachi ; Kano, Hiroshi ; Wu, Haiyuan
Author_Institution :
SANYO Electr. Co., Ltd., Osaka, Japan
Abstract :
An automatic object tracking technology is developed for a digital camera. We have developed a new modified object tracking algorithm based on K-means tracker algorithm that is adaptive to the change of the object shape and appearance. Several modifications for higher tracking performance and lower computation cost are introduced for the digital camera application.
Keywords :
cameras; object detection; tracking; K-means tracker; digital camera; object tracking method; Change detection algorithms; Clustering algorithms; Color; Computational efficiency; Digital cameras; Object detection; Particle tracking; Shape; Space technology; Target tracking;
Conference_Titel :
Consumer Electronics (ICCE), 2010 Digest of Technical Papers International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-4314-7
Electronic_ISBN :
978-1-4244-4316-1
DOI :
10.1109/ICCE.2010.5418814
