Abstract:
State-of-the-art algorithms LUT and LAIS-LUT, proposed for lossless compression of hyperspectral images, exploit high spectral correlations in these images, and use look-up tables to perform predictions. However, there are cases where their predictions are not accurate. In this work we also use look-up tables, but give these tables different degrees of confidence, based on the local variations of the scaling factor. Our results are highly satisfactory and outperform both LUT and LAIS-LUT methods. ©2010 IEEE.
Registro:
Documento: |
Conferencia
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Título: | Lossless compression of hyperspectral images: Look-up tables with varying degrees of confidence |
Autor: | Acevedo, D.; Ruedin, A. |
Ciudad: | Dallas, TX |
Filiación: | Departamento de Computación, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Argentina
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Palabras clave: | Hyperspectral images; Look up tables; Lossless compression; Hyper-spectral images; Local variations; Look up table; Lossless compression; Scaling factors; Spectral correlation; State-of-the-art algorithms; Forecasting; Signal processing; Table lookup; Image compression |
Año: | 2010
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Página de inicio: | 1314
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Página de fin: | 1317
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DOI: |
http://dx.doi.org/10.1109/ICASSP.2010.5495430 |
Título revista: | 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010
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Título revista abreviado: | ICASSP IEEE Int Conf Acoust Speech Signal Process Proc
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ISSN: | 15206149
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CODEN: | IPROD
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Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_15206149_v_n_p1314_Acevedo |
Referencias:
- Wu, X., Memon, N., Context-based, adaptive, lossless image coding (1997) IEEE Trans. Communications, 45 (4), pp. 437-444
- Weinberger, M., Seroussi, G., Sapiro, G., The LOCO-I lossless image compression algorithm: Principles and standardization into JPEG-LS (2000) IEEE Trans. on Image Processing, 9, pp. 1309-1324
- Rizzo, F., Carpentieri, B., Motta, G., Storer, J.A., Low complexity lossless compression of hyperspectral imagery via linear prediction (2005) IEEE Signal Processing Letters, 12 (2), pp. 138-141
- Wang, H., Babacan, D., Sayood, K., Lossless hyperspectral-image compression using context-based conditional average (2007) IEEE Trans. Geoscience and Remote Sensing, 45 (12), pp. 4187-4193
- Jain, S., Adjeroh, D., Edge-based prediction for lossless compression of hyperspectral images (2007) Data Compression Conf., pp. 153-162
- Aiazzi, B., Alparone, L., Baronti, S., Lastri, C., Crisp and fuzzy adaptive spectral predictions for lossless and near-lossless compression of hyperspectral imagery (2007) IEEE Geos. Remote Sensing Letters, 4 (4), pp. 532-536
- Mielikainen, J., Lossless compression of hyperspectral images using lookup tables (2006) IEEE SPL, 13 (3), pp. 157-160
- Huang, B., Sriraja, Y., Lossless compression of hyperspectral imagery via lookup tables with predictor selection (2006) SPIE, 6365
- Mielikainen, J., Toivanen, P., Lossless compression of hyperspectral images using a quantized index to look-up tables (2008) IEEE Geos. Remote Sensing Letters, 5 (3)
- Aviris Homepage, , http://aviris.jpl.nasa.govA4 - The Institute of Electrical and Electronics Engineers; Signal Processing Society
Citas:
---------- APA ----------
Acevedo, D. & Ruedin, A.
(2010)
. Lossless compression of hyperspectral images: Look-up tables with varying degrees of confidence. 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 1314-1317.
http://dx.doi.org/10.1109/ICASSP.2010.5495430---------- CHICAGO ----------
Acevedo, D., Ruedin, A.
"Lossless compression of hyperspectral images: Look-up tables with varying degrees of confidence"
. 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010
(2010) : 1314-1317.
http://dx.doi.org/10.1109/ICASSP.2010.5495430---------- MLA ----------
Acevedo, D., Ruedin, A.
"Lossless compression of hyperspectral images: Look-up tables with varying degrees of confidence"
. 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, 2010, pp. 1314-1317.
http://dx.doi.org/10.1109/ICASSP.2010.5495430---------- VANCOUVER ----------
Acevedo, D., Ruedin, A. Lossless compression of hyperspectral images: Look-up tables with varying degrees of confidence. ICASSP IEEE Int Conf Acoust Speech Signal Process Proc. 2010:1314-1317.
http://dx.doi.org/10.1109/ICASSP.2010.5495430