Title :
Research on image processing using bidimensional Kalman filtering approach
Author :
Changsheng, Xu ; Xu Zhenming ; Zhaoying, Zhou ; Xinding, Sun ; Zhongxin, Xu
Author_Institution :
Dept. of Precision Instrum., Tsinghua Univ., Beijing, China
Abstract :
In this paper, we present a bidimensional Kalman filtering approach to implement a class of 2-D image state-space model. By this approach, 2-D Kalman filtering can be transformed to 1-D Kalman filtering on rows and columns. It can diminish the computational burden significantly
Keywords :
Kalman filters; computational complexity; filtering theory; image processing; 1D; 2D image state-space model; bidimensional Kalman filtering; computational complexity; image processing; Computed tomography; Equations; Filtering algorithms; Gaussian noise; Head; Image processing; Kalman filters; Programmable logic arrays; White noise; X-ray imaging;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 1996. IMTC-96. Conference Proceedings. Quality Measurements: The Indispensable Bridge between Theory and Reality., IEEE
Conference_Location :
Brussels
Print_ISBN :
0-7803-3312-8
DOI :
10.1109/IMTC.1996.507360
