Seismic Data compression using 2D Lifting-Wavelet algorithms

Different seismic data compression algorithms have been developed in order to make the storage more efficient, and to reduce both the transmission time and cost -- In general, those algorithms have three stages: transformation, quantization and coding -- The Wavelet transform is highly used to compr...

Full description

Autores:
Fajardo Ariza, Carlos Augusto
Reyes Torres, Oscar Mauricio
Ramirez Silva, Ana Beatriz
Tipo de recurso:
Fecha de publicación:
2014
Institución:
Universidad EAFIT
Repositorio:
Repositorio EAFIT
Idioma:
eng
OAI Identifier:
oai:repository.eafit.edu.co:10784/5299
Acceso en línea:
http://hdl.handle.net/10784/5299
Palabra clave:
Transformadas de Wavelet
ALGORITMOS
PROSPECCIÓN SÍSMICA
PROSPECCIÓN GEOFÍSICA
PROCESAMIENTO DIGITAL DE IMÁGENES
Algorithms
Seismic prospecting
Prospecting - Geophysical methods
Image processing - Digital techniques
Rights
License
openAccess
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spelling 2014-12-192015-05-06T15:16:01Z2014-12-192015-05-06T15:16:01Z1794–9165http://hdl.handle.net/10784/529910.17230/ingciencia.11.21.112256-4314Different seismic data compression algorithms have been developed in order to make the storage more efficient, and to reduce both the transmission time and cost -- In general, those algorithms have three stages: transformation, quantization and coding -- The Wavelet transform is highly used to compress seismic data, due to the capabilities of the Wavelets on representing geophysical events in seismic data -- We selected the lifting scheme to implement the Wavelet transform because it reduces both computational and storage resources -- This work aims to determine how the transformation and the coding stages affect the data compression ratio -- Several 2D lifting-based algorithms were implemented to compress three different seismic data sets -- Experimental results obtained for different filter type, filter length, number of decomposition levels and coding scheme, are presented in this workapplication/pdfengUniversidad EAFITIngeniería y Ciencia - ing.cienc.; Vol. 11, Núm. 21 (2015): 10 años; 221-238http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/2561http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/2561openAccessCopyright (c) 2015 Ingeniería y Ciencia – ing.cienc.http://creativecommons.org/licenses/by/4.0Acceso abiertohttp://purl.org/coar/access_right/c_abf2Ingeniería y Ciencia - ing.cienc.; Vol. 11, Núm. 21 (2015): 10 años; 221-238instname:Universidad EAFITreponame:Repositorio Institucional Universidad EAFITTransformadas de WaveletALGORITMOSPROSPECCIÓN SÍSMICAPROSPECCIÓN GEOFÍSICAPROCESAMIENTO DIGITAL DE IMÁGENESAlgorithmsSeismic prospectingProspecting - Geophysical methodsImage processing - Digital techniquesSeismic Data compression using 2D Lifting-Wavelet algorithmsarticleinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/articleArtículohttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Fajardo Ariza, Carlos AugustoReyes Torres, Oscar MauricioRamirez Silva, Ana BeatrizEcopetrolUniversidad Industrial de SantanderPurdue UniversityIngeniería y Ciencia1121221238ing.cienc.ORIGINAL11.pdf11.pdfTexto completo PDFapplication/pdf672184https://repository.eafit.edu.co/bitstreams/fff08471-4645-4f6b-811d-0576ab860d5f/download2b6de1da3473cb22001516114fdcc75aMD51articulo.htmlarticulo.htmlTexto completo HTMLtext/html374https://repository.eafit.edu.co/bitstreams/6b022e61-14ad-4269-8c6a-e18f448704b8/downloade942f21d4cf586bdbc67ce336ad32dbdMD53THUMBNAILminaitura-ig_Mesa de trabajo 1.jpgminaitura-ig_Mesa de trabajo 1.jpgimage/jpeg265796https://repository.eafit.edu.co/bitstreams/cae42434-4038-47e5-947a-cf3eb205c903/downloadda9b21a5c7e00c7f1127cef8e97035e0MD5210784/5299oai:repository.eafit.edu.co:10784/52992020-03-01 23:19:39.524open.accesshttps://repository.eafit.edu.coRepositorio Institucional Universidad EAFITrepositorio@eafit.edu.co
dc.title.eng.fl_str_mv Seismic Data compression using 2D Lifting-Wavelet algorithms
title Seismic Data compression using 2D Lifting-Wavelet algorithms
spellingShingle Seismic Data compression using 2D Lifting-Wavelet algorithms
Transformadas de Wavelet
ALGORITMOS
PROSPECCIÓN SÍSMICA
PROSPECCIÓN GEOFÍSICA
PROCESAMIENTO DIGITAL DE IMÁGENES
Algorithms
Seismic prospecting
Prospecting - Geophysical methods
Image processing - Digital techniques
title_short Seismic Data compression using 2D Lifting-Wavelet algorithms
title_full Seismic Data compression using 2D Lifting-Wavelet algorithms
title_fullStr Seismic Data compression using 2D Lifting-Wavelet algorithms
title_full_unstemmed Seismic Data compression using 2D Lifting-Wavelet algorithms
title_sort Seismic Data compression using 2D Lifting-Wavelet algorithms
dc.creator.fl_str_mv Fajardo Ariza, Carlos Augusto
Reyes Torres, Oscar Mauricio
Ramirez Silva, Ana Beatriz
dc.contributor.author.spa.fl_str_mv Fajardo Ariza, Carlos Augusto
Reyes Torres, Oscar Mauricio
Ramirez Silva, Ana Beatriz
dc.contributor.affiliation.spa.fl_str_mv Ecopetrol
Universidad Industrial de Santander
Purdue University
dc.subject.none.fl_str_mv Transformadas de Wavelet
topic Transformadas de Wavelet
ALGORITMOS
PROSPECCIÓN SÍSMICA
PROSPECCIÓN GEOFÍSICA
PROCESAMIENTO DIGITAL DE IMÁGENES
Algorithms
Seismic prospecting
Prospecting - Geophysical methods
Image processing - Digital techniques
dc.subject.lemb.none.fl_str_mv ALGORITMOS
PROSPECCIÓN SÍSMICA
PROSPECCIÓN GEOFÍSICA
PROCESAMIENTO DIGITAL DE IMÁGENES
dc.subject.keyword.none.fl_str_mv Algorithms
Seismic prospecting
Prospecting - Geophysical methods
Image processing - Digital techniques
description Different seismic data compression algorithms have been developed in order to make the storage more efficient, and to reduce both the transmission time and cost -- In general, those algorithms have three stages: transformation, quantization and coding -- The Wavelet transform is highly used to compress seismic data, due to the capabilities of the Wavelets on representing geophysical events in seismic data -- We selected the lifting scheme to implement the Wavelet transform because it reduces both computational and storage resources -- This work aims to determine how the transformation and the coding stages affect the data compression ratio -- Several 2D lifting-based algorithms were implemented to compress three different seismic data sets -- Experimental results obtained for different filter type, filter length, number of decomposition levels and coding scheme, are presented in this work
publishDate 2014
dc.date.issued.none.fl_str_mv 2014-12-19
dc.date.available.none.fl_str_mv 2015-05-06T15:16:01Z
dc.date.accessioned.none.fl_str_mv 2015-05-06T15:16:01Z
dc.date.none.fl_str_mv 2014-12-19
dc.type.eng.fl_str_mv article
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/article
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_6501
http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.local.spa.fl_str_mv Artículo
dc.identifier.issn.none.fl_str_mv 1794–9165
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10784/5299
dc.identifier.doi.none.fl_str_mv 10.17230/ingciencia.11.21.11
dc.identifier.eissn.none.fl_str_mv 2256-4314
identifier_str_mv 1794–9165
10.17230/ingciencia.11.21.11
2256-4314
url http://hdl.handle.net/10784/5299
dc.language.iso.eng.fl_str_mv eng
language eng
dc.relation.ispartof.spa.fl_str_mv Ingeniería y Ciencia - ing.cienc.; Vol. 11, Núm. 21 (2015): 10 años; 221-238
dc.relation.isversionof.none.fl_str_mv http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/2561
dc.relation.uri.none.fl_str_mv http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/2561
dc.rights.eng.fl_str_mv openAccess
dc.rights.spa.fl_str_mv Copyright (c) 2015 Ingeniería y Ciencia – ing.cienc.
http://creativecommons.org/licenses/by/4.0
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Acceso abierto
rights_invalid_str_mv openAccess
Copyright (c) 2015 Ingeniería y Ciencia – ing.cienc.
http://creativecommons.org/licenses/by/4.0
Acceso abierto
http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad EAFIT
dc.source.spa.fl_str_mv Ingeniería y Ciencia - ing.cienc.; Vol. 11, Núm. 21 (2015): 10 años; 221-238
instname:Universidad EAFIT
reponame:Repositorio Institucional Universidad EAFIT
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