Title :
Motion estimation and compensation for foveated video
Author :
Sanghoon Lee ; Bovik, Alan C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
Abstract :
Utilizing the nonuniform resolution property of the human visual system, foveated video can provide high visual quality relative to non-foveated video by allocating more bits to the central foveation area. In this paper, we present a motion estimation and compensation algorithm for foveated video and measure the performance using a new measure of visual fidelity termed foveal mean absolute distortion. The computation redundancy reduction is achieved by subsampling searching area dependent on the local bandwidth in the sense of Nyquist sampling criterion. In addition, we reduce motion compensated errors by increasing temporal correlation when single or multiple foveation points are added or subtracted.
Keywords :
image sampling; motion compensation; motion estimation; video signal processing; visual perception; Nyquist sampling criterion; central foveation area; computation redundancy reduction; foveal mean absolute distortion; foveated video; human visual system; motion compensation; motion estimation; nonuniform resolution property; subsampling searching; temporal correlation; visual fidelity; visual quality; Bandwidth; Distortion measurement; Humans; Laboratories; Motion estimation; Motion measurement; Photoreceptors; Redundancy; Retina; Sampling methods;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.822968