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Keywords: seismic data compression
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Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3428331
... In this work, we propose an approach to tackle the problem of three-dimensional post-stack seismic data compression using multi-resolution deep autoencoders, by training one specific compression networ per seismic volume. We feed a residual convolution neural network with 2D slices extracted...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3208024
... ABSTRACT This work develops a multi tone modeling for seismic data compression. First, seismic traces are described as multitone decaying sinusoidal waves superposition. Each sinusoidal wave is regarded as a model component and is represented by a set of distinct parameters. Secondly, a novel...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3205392
... ABSTRACT Seismic data compression is highly demanded to reduce the cost for transmission and storage due to an enormous volume of collected data. This paper presents a prediction based compression for seismic data using deep neural networks (DNN) and entropy encoding. First, a DNN...
Proceedings Papers

Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2998185
... present an efficient implementation of neural network for real-time seismic data compression for geophones. We use an auto-associative neural network architecture with a single linear hidden layer. The neural network is trained in two stages. First, we apply unsupervised learning with restricted Boltzmann...
Proceedings Papers

Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17742951
... inversion seismic data compression artificial intelligence full data seismic data Abma , R. , C. Kelley , and J. Kaldy , 2007 , Sources and treatments of migration-introduced artifacts and noise : 77th Annual International Meeting, SEG, Expanded Abstracts , 2349...
Proceedings Papers

Paper presented at the 2013 SEG Annual Meeting, September 22–27, 2013
Paper Number: SEG-2013-1328
... data quality implementation seismic data compression atom upstream oil & gas demanet wave atom fourier transform inverse transform coefficient dimension seg houston 2013 curvelet compression algorithm reservoir characterization dataset wave atom transform fftw thread High...
Proceedings Papers

Paper presented at the 2010 SEG Annual Meeting, October 17–22, 2010
Paper Number: SEG-2010-3650
... SUMMARY Seismic data compression and regularization are crucial, faced with large data volumes and incomplete data measurements in the oil industry. In this research, we present a comprehensive method of utilizing wave packets to perform seismic data compression and regularization. Wave...
Proceedings Papers

Paper presented at the 2009 SEG Annual Meeting, October 25–30, 2009
Paper Number: SEG-2009-3640
... and compression schemes, we believe that our sheme is more closely related to the physics of wavefield and has a better performance for seismic data compression and migration. wavefield seismic data compression threshold international exposition dreamlet representation dreamlet transform coefficient...
Proceedings Papers

Paper presented at the 2001 SEG Annual Meeting, September 9–14, 2001
Paper Number: SEG-2001-1914
... Summary We investigate the impact of lossy seismic data compression on the amplitudes of a North Sea 2-D seismic data set processed conventionally. Processing includes attenuation of waterbottom multiples, true amplitude recovery, predictive deconvolution, attenuation of peg-leg multiples...
Proceedings Papers

Paper presented at the 2000 SEG Annual Meeting, August 6–11, 2000
Paper Number: SEG-2000-2055
... to seismic data compression and denoising. We show that properly designed filter banks are able to outperform discrete wavelets in both instances. attenuation filter bank decomposition filter bank subband coefficient institut français du pétrole compression reservoir characterization nguyen...
Proceedings Papers

Paper presented at the 1997 SEG Annual Meeting, November 2–7, 1997
Paper Number: SEG-1997-1334
... ABSTRACT No preview is available for this paper. seismic data coefficient reservoir characterization data quality wavelet image scalar quantization proceedings compression ratio wavelet decomposition wavelet image coder seismic data compression anthony vassiliou upstream oil...
Proceedings Papers

Paper presented at the 1997 SEG Annual Meeting, November 2–7, 1997
Paper Number: SEG-1997-1346
... ABSTRACT No preview is available for this paper. upstream oil & gas procedure seismic wavelet seismic data compression tsinghua univ coefficient artificial intelligence machine learning decomposition data compression wavelet reservoir characterization compression...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-0993
... ABSTRACT No preview is available for this paper. compression explorationist information management data model application reservoir characterization user group seismic data compression warehouse seismic data database metadata relational database management system insurance...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-1623
... ABSTRACT No preview is available for this paper. reservoir characterization decomposition stack section seismic data compression bit rate compression coder vertical direction subband coder discrete wavelet seismic stack section original stack section filter bank upstream...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-2031
... ABSTRACT No preview is available for this paper. seismic data compression sunday workshop 1 upstream oil & gas transformation seismic data particular importance compression noise level compression shot record compression ratio high compression ratio data compression...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-2041
... ABSTRACT No preview is available for this paper. cosman internat erga interpretation galibert upstream oil & gas acceptability information probability compression ratio seismic data compression compression subtraction reservoir characterization ws 1 interpreter...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-2043
... ABSTRACT No preview is available for this paper. avo example seismic data compression upstream oil & gas reservoir characterization data compression cdp gather interpretation project compression data compression package pre-stack seismic data information management...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-1904
... ABSTRACT No preview is available for this paper. upstream oil & gas erga reservoir characterization seismic data compression key technology wavelet transform original data future raymond compression chevron petroleum technology co application SS1.7 Seismic data...
Proceedings Papers

Paper presented at the 1993 SEG Annual Meeting, September 26–30, 1993
Paper Number: SEG-1993-1261
... migration upstream oil & gas seismic data compression wavelet transform cheryl bosman window size Seismic Data Compression Using Wavelet Transforms Cheryl Bosman and Edmund Reiter*, Exxon Production Research Co. SS2.12 S u m m a r y A new mathematical tool called wavelet transforms has re- cently...

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