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Authors: Luca Bianchi 1 ; Riccardo Gatti 1 ; Luca Lombardi 1 and Luigi Cinque 2

Affiliations: 1 Computer Vision Lab, University of Pavia, Italy ; 2 University of Roma “La Sapienza”, Italy

Keyword(s): Parallel, Lossless image compression, CUDA, GPU, Relative distance.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Enhancement and Restoration ; Image Filtering ; Image Formation and Preprocessing ; Implementation of Image and Video Processing Systems

Abstract: Computer graphics and digital imaging have finally reached the goal of photorealism. This comes however with a huge cost in terms of memory and CPU needs. In this paper we present a lossless method for image compression using relative distances between pixel values belonging to separate and independent blocks. In our approach we try to reach a good balance between execution time and image compression rate. In a second step, by considering the parallel characteristics of this algorithm (and nonetheless the trend of multi-core processor), a parallel version of this algorithm was implemented using Nvidia CUDA architecture.

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Paper citation in several formats:
Bianchi, L.; Gatti, R.; Lombardi, L. and Cinque, L. (2009). RELATIVE DISTANCE METHOD FOR LOSSLESS IMAGE COMPRESSION ON PARALLEL ARCHITECTURES - A New Approach for Lossless Image Compression on GPU. In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP; ISBN 978-989-8111-69-2; ISSN 2184-4321, SciTePress, pages 20-25. DOI: 10.5220/0001767800200025

@conference{visapp09,
author={Luca Bianchi. and Riccardo Gatti. and Luca Lombardi. and Luigi Cinque.},
title={RELATIVE DISTANCE METHOD FOR LOSSLESS IMAGE COMPRESSION ON PARALLEL ARCHITECTURES - A New Approach for Lossless Image Compression on GPU},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP},
year={2009},
pages={20-25},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001767800200025},
isbn={978-989-8111-69-2},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISIGRAPP 2009) - Volume 1: VISAPP
TI - RELATIVE DISTANCE METHOD FOR LOSSLESS IMAGE COMPRESSION ON PARALLEL ARCHITECTURES - A New Approach for Lossless Image Compression on GPU
SN - 978-989-8111-69-2
IS - 2184-4321
AU - Bianchi, L.
AU - Gatti, R.
AU - Lombardi, L.
AU - Cinque, L.
PY - 2009
SP - 20
EP - 25
DO - 10.5220/0001767800200025
PB - SciTePress