Title :
Theoretical analysis of geometry inaccuracy for light field compression
Author :
Ramanathan, Prashant ; Girod, Bernd
Author_Institution :
Inf. Syst. Lab., Stanford Univ., CA, USA
Abstract :
In current light field compression algorithms, geometry information is critical for efficient compression of light field image data. Inaccuracies in the geometry can greatly affect the compression efficiency. In this paper, we present a theoretical framework with which we can analyze and understand the effects of geometry inaccuracy on the compression efficiency of a light field coder. This framework combines ideas from statistical signal processing and rate-distortion theory. We demonstrate using simulations that the theory qualitatively matches the actual results of light field coding algorithms.
Keywords :
computational geometry; data compression; image coding; rate distortion theory; rendering (computer graphics); statistical analysis; compression efficiency; geometry inaccuracy analysis; image-based rendering; light field coder; light field compression; rate-distortion theory; simulations; statistical signal processing; Compression algorithms; Image coding; Image motion analysis; Image storage; Information geometry; Layout; Predictive models; Rendering (computer graphics); Signal processing algorithms; Solid modeling;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1039929