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Proceedings Paper

State-of-the-art lossy compression of Martian images via the CMA-ES evolution strategy
Author(s): Brendan Babb; Frank Moore; Shawn Aldridge; Michael R. Peterson
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Paper Abstract

The research described in this paper uses the CMA-ES evolution strategy to optimize matched forward and inverse transform pairs for the compression and reconstruction of images transmitted from Mars rovers under conditions subject to quantization error. Our best transforms outperform the 2/6 wavelet (whose integer variant was used onboard the rovers), substantially reducing error in reconstructed images without allowing increases in compressed file size. This result establishes a new state-of-the-art for the lossy compression of images transmitted over the deep-space channel.

Paper Details

Date Published: 15 February 2012
PDF: 10 pages
Proc. SPIE 8305, Visual Information Processing and Communication III, 83050U (15 February 2012); doi: 10.1117/12.912162
Show Author Affiliations
Brendan Babb, Univ. of Alaska Anchorage (United States)
Frank Moore, Univ. of Alaska Anchorage (United States)
Shawn Aldridge, The Univ. of Southern California (United States)
Michael R. Peterson, Univ. of Hawai'i at Hilo (United States)


Published in SPIE Proceedings Vol. 8305:
Visual Information Processing and Communication III
Amir Said; Onur G. Guleryuz; Robert L. Stevenson, Editor(s)

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