Publication
Synthtic OCT Data for image processing performance testing
| dc.contributor.author | Serranho, Pedro | |
| dc.contributor.author | Maduro, Cristina | |
| dc.contributor.author | Santos, Torcato | |
| dc.contributor.author | Vaz, José Cunha | |
| dc.contributor.author | Bernardes, Rui | |
| dc.date.accessioned | 2011-12-15T13:10:37Z | |
| dc.date.available | 2011-12-15T13:10:37Z | |
| dc.date.issued | 2011 | |
| dc.description.abstract | The use of synthetic images is needed for testing the performance of image processing methods in order to establish a ground truth to test performance metrics. However, these synthetic images do not represent real applications. The aim of this paper is to build a mathematical model to obtain a synthetic noise-free image mimicking a real Optical Coherence Tomography (OCT) B-scan or volume from the human retina, in order to establish a ground truth for filtering performance metrics in this context. Moreover we also suggest a method to add speckle noise to this image based on the speckle noise of the given OCT volume. In this way we establish a replicable method to obtain a ground truth for image processing performance metrics that actually mimics a real case. | |
| dc.description.sponsorship | FCT | por |
| dc.description.sponsorship | FEDER | |
| dc.description.sponsorship | Program COMPETE | |
| dc.identifier.citation | Serranho, Pedro [et. al.] - Synthtic OCT Data for image processing performance testing. In International Conference on Image Processing, 18, Brussels, 2011. "Proceedings of International Conference..." [Em linha]. [S.l.]: IEEE, 2011. p. 409-412 | por |
| dc.identifier.uri | http://hdl.handle.net/10400.2/1995 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.subject | Image processing | por |
| dc.subject | Optical coherence tomography | por |
| dc.subject | Synthetic data | por |
| dc.title | Synthtic OCT Data for image processing performance testing | por |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Brussels, Belgium | por |
| oaire.citation.endPage | 412 | por |
| oaire.citation.startPage | 409 | por |
| oaire.citation.title | ICIP 2011 - International Conference in Image Processing | por |
| person.familyName | Serranho | |
| person.familyName | Dias Cortesão dos Santos Bernardes | |
| person.givenName | Pedro | |
| person.givenName | Rui Manuel | |
| person.identifier | M-4231-2013 | |
| person.identifier.ciencia-id | 031F-5D62-E6EC | |
| person.identifier.ciencia-id | DB19-B18E-690C | |
| person.identifier.orcid | 0000-0003-2176-3923 | |
| person.identifier.orcid | 0000-0002-6677-2754 | |
| person.identifier.scopus-author-id | 7004634386 | |
| rcaap.rights | openAccess | por |
| rcaap.type | conferenceObject | por |
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