A maximum likelihood estimate for two-variable fractal surface
The fractal dimension estimate for two-variable fractional Brownian motion using the maximum likelihood estimate (MLE) is developed. We formulate a model to describe the two-variable fractional Brownian motion, then derive the likelihood function for that model and estimate the fractal dimension by...
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| Format: | article |
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1998
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/14434/1/14434_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14434/2/14434_2.doc |
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| _version_ | 1864513393771151360 |
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| author | Balghonaim, A.S. |
| author2 | Keller, J.M. unknown |
| author2_role | author author |
| author_facet | Balghonaim, A.S. Keller, J.M. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Balghonaim, A.S. Keller, J.M. unknown |
| dc.date.none.fl_str_mv | 1998-12 2020 |
| dc.format.none.fl_str_mv | application/pdf application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14434/1/14434_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14434/2/14434_2.doc (1998) A maximum likelihood estimate for two-variable fractal surface. Image Processing, IEEE Transactions on, 7. |
| dc.language.none.fl_str_mv | en en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14434/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computer |
| dc.title.none.fl_str_mv | A maximum likelihood estimate for two-variable fractal surface |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | The fractal dimension estimate for two-variable fractional Brownian motion using the maximum likelihood estimate (MLE) is developed. We formulate a model to describe the two-variable fractional Brownian motion, then derive the likelihood function for that model and estimate the fractal dimension by maximizing the likelihood function. We then compare the MLE with the box-dimension estimation method |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_91d016bcadf361ee59d29475eda115e7 |
| identifier_str_mv | (1998) A maximum likelihood estimate for two-variable fractal surface. Image Processing, IEEE Transactions on, 7. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::14434 |
| publishDate | 1998 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A maximum likelihood estimate for two-variable fractal surfaceBalghonaim, A.S.Keller, J.M.unknownComputerThe fractal dimension estimate for two-variable fractional Brownian motion using the maximum likelihood estimate (MLE) is developed. We formulate a model to describe the two-variable fractional Brownian motion, then derive the likelihood function for that model and estimate the fractal dimension by maximizing the likelihood function. We then compare the MLE with the box-dimension estimation methodIEEE1998-122020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/14434/1/14434_1.pdfhttps://eprints.kfupm.edu.sa/id/eprint/14434/2/14434_2.doc (1998) A maximum likelihood estimate for two-variable fractal surface. Image Processing, IEEE Transactions on, 7. enenhttps://eprints.kfupm.edu.sa/id/eprint/14434/info:eu-repo/semantics/openAccessoai::144342019-11-01T14:05:47Z |
| spellingShingle | A maximum likelihood estimate for two-variable fractal surface Balghonaim, A.S. Computer |
| status_str | publishedVersion |
| title | A maximum likelihood estimate for two-variable fractal surface |
| title_full | A maximum likelihood estimate for two-variable fractal surface |
| title_fullStr | A maximum likelihood estimate for two-variable fractal surface |
| title_full_unstemmed | A maximum likelihood estimate for two-variable fractal surface |
| title_short | A maximum likelihood estimate for two-variable fractal surface |
| title_sort | A maximum likelihood estimate for two-variable fractal surface |
| topic | Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/14434/1/14434_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14434/2/14434_2.doc |