DocumentCode
698485
Title
Lossless video compression using a spatio-temporal optimal predictor
Author
Andriani, Stefano ; Calvagno, Giancarlo ; Mian, Gian Antonio
Author_Institution
Dept. of Inf. Eng., Univ. of Padova, Padua, Italy
fYear
2005
fDate
4-8 Sept. 2005
Firstpage
1
Lastpage
4
Abstract
Lossless video compression is a novel research area, but it is gaining widespread importance. As an example, in digital cinema the post-production chain requires all the information captured by digital cameras, and any data loss is not tolerated. On the other hand, the camera sensors size is expected to grow up to 4k × 2k pixels at 10 bit per pixel per component, and cameras output frame-rate up to 150 fps. This enormous amount of data asks for efficient lossless compression techniques. In this paper we propose a novel compression algorithm based on an optimal predictor which exploits the temporal correlation. This solution provides an improvement of the compression ratio, but the resulting algorithm is computationally demanding. An alternative method reducing the overall complexity is presented.
Keywords
computational complexity; correlation methods; data compression; prediction theory; video coding; compression ratio improvement; computational complexity reduction; computationally demanding algorithm; lossless video compression; spatiotemporal optimal predictor; temporal correlation; Complexity theory; Correlation; Encoding; Image coding; Image color analysis; Prediction algorithms; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2005 13th European
Conference_Location
Antalya
Print_ISBN
978-160-4238-21-1
Type
conf
Filename
7078070
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