Title :
The effect of global motion parameter accuracies on the efficiency of video coding
Author :
Dane, Gökçe ; Nguyen, Truong Q.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., San Diego, La Jolla, CA, USA
Abstract :
In this paper, we present theoretical analysis on how the global motion parameter accuracies affect the efficiency of motion compensated video coding. The inaccurate global motion compensation is modelled by introducing probabilistic rotation, scale and translation parameter errors. Approximate expressions that relate the power spectrum of the prediction error to motion parameter errors is derived. By doubling the accuracy of the motion parameters, up to 6 dB theoretical gains can be obtained in prediction error variance.
Keywords :
motion compensation; probability; video coding; global motion parameter accuracy; motion compensation; power spectrum; prediction error variance; probabilistic rotation; video coding; Drives; Error analysis; Image registration; Image segmentation; Motion analysis; Motion compensation; Motion estimation; Predictive models; Video coding; Video compression;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421834