Simultaneous motion estimation and filtering of image sequences
Chieh-Min Fan; Namazi, N.M.
Image Processing, IEEE Transactions on
Volume 8, Issue 12, Dec 1999 Page(s):1788 - 1795
Digital Object Identifier   10.1109/83.806623
Summary:We present an algorithm to simultaneously estimate multiple-frame motions and filter image sequences. The relative motion d_k(x) between the reference frame s(x) and the kth frame s(x-d_k(x)) in the presence of additive white Gaussian noise (AWGN) is estimated using the maximum-likelihood (ML) principle. The reference frame is also filtered in the linear minimum mean square error (LMMSE) sense during the process of motion estimation. Simulation experiments are performed using the affine motion model to illustrate the performance of this method

» View citation and abstract

Log in by entering your IEEE Web Account Username and Password.

IEEE Communications Society members: If you subscribe to the IEEE Electronic Periodicals Package or IEEE Electronic Periodicals Package Plus, you must access your subscription at www.comsoc.org.

Check with your librarian, information professional, or system manager to determine if you need to log in. Please complete the online Technical Support Form if you need assistance.

Select the Purchase History link to access the document. You will have 5 Days after purchase to access the Full Text PDF. Please complete the online Technical Support Form if you need assistance.

• Search and access Abstract records free of charge
• Register for table of contents alerts
• Purchase Full Text PDF documents

» Learn more about subscription options or how to become an IEEE Member.