On the information rate of the plenoptic function

Arthur L. Da Cunha, Minh N. Do, Martin Vetterli

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We study the compression problem of visual scenes acquired with a camera for transmission or storage. Our proposed model is general and includes two well-known cases: that of video coding and that of lightfield data compression. Those two examples are related in that both are characterized by two sources of complexity: the camera motion, and the scenes being acquired. The main difference of the two is in how the complexity of the camera is coded. We propose a simplified model which includes the main characteristics of the general problem. Based on this, we do theoretical analysis, develop simple codes, and show experimental results.

Original languageEnglish (US)
Title of host publication2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings
Pages2489-2492
Number of pages4
DOIs
StatePublished - Dec 1 2006
Event2006 IEEE International Conference on Image Processing, ICIP 2006 - Atlanta, GA, United States
Duration: Oct 8 2006Oct 11 2006

Publication series

NameProceedings - International Conference on Image Processing, ICIP
ISSN (Print)1522-4880

Other

Other2006 IEEE International Conference on Image Processing, ICIP 2006
CountryUnited States
CityAtlanta, GA
Period10/8/0610/11/06

Fingerprint

Cameras
Data compression
Image coding

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition
  • Signal Processing

Cite this

Da Cunha, A. L., Do, M. N., & Vetterli, M. (2006). On the information rate of the plenoptic function. In 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings (pp. 2489-2492). [4107073] (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2006.312782

On the information rate of the plenoptic function. / Da Cunha, Arthur L.; Do, Minh N.; Vetterli, Martin.

2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. 2006. p. 2489-2492 4107073 (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Da Cunha, AL, Do, MN & Vetterli, M 2006, On the information rate of the plenoptic function. in 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings., 4107073, Proceedings - International Conference on Image Processing, ICIP, pp. 2489-2492, 2006 IEEE International Conference on Image Processing, ICIP 2006, Atlanta, GA, United States, 10/8/06. https://doi.org/10.1109/ICIP.2006.312782
Da Cunha AL, Do MN, Vetterli M. On the information rate of the plenoptic function. In 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. 2006. p. 2489-2492. 4107073. (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2006.312782
Da Cunha, Arthur L. ; Do, Minh N. ; Vetterli, Martin. / On the information rate of the plenoptic function. 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. 2006. pp. 2489-2492 (Proceedings - International Conference on Image Processing, ICIP).
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