DocumentCode
382246
Title
Theoretical analysis of geometry inaccuracy for light field compression
Author
Ramanathan, Prashant ; Girod, Bernd
Author_Institution
Inf. Syst. Lab., Stanford Univ., CA, USA
Volume
2
fYear
2002
fDate
2002
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing. 2002. Proceedings. 2002 International Conference on
ISSN
1522-4880
Print_ISBN
0-7803-7622-6
Type
conf
DOI
10.1109/ICIP.2002.1039929
Filename
1039929
Link To Document