dc.contributor.author | Christodoulou, Christodoulos I. | en |
dc.contributor.author | Loizou, Christos P. | en |
dc.contributor.author | Pattichis, Constantinos S. | en |
dc.contributor.author | Pantzaris, Marios C. | en |
dc.contributor.author | Kyriacou, Efthyvoulos C. | en |
dc.contributor.author | Pattichis, Marios S. | en |
dc.contributor.author | Schizas, Christos N. | en |
dc.contributor.author | Nicolaïdes, Andrew N. | en |
dc.creator | Christodoulou, Christodoulos I. | en |
dc.creator | Loizou, Christos P. | en |
dc.creator | Pattichis, Constantinos S. | en |
dc.creator | Pantzaris, Marios C. | en |
dc.creator | Kyriacou, Efthyvoulos C. | en |
dc.creator | Pattichis, Marios S. | en |
dc.creator | Schizas, Christos N. | en |
dc.creator | Nicolaïdes, Andrew N. | en |
dc.date.accessioned | 2019-11-13T10:39:17Z | |
dc.date.available | 2019-11-13T10:39:17Z | |
dc.date.issued | 2002 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/53721 | |
dc.description.abstract | The main objective of this paper is to evaluate the classification performance of de-speckle filtering on ultrasound imaging of the carotid atherosclerotic plaque. The following procedure was investigated on 230 images (recorded from 115 symptomatic, and 115 asymptomatic subjects): (i) six different de-speckle filters were used based on first order and higher order local statistics, anisotropic diffusion, and geometric properties | en |
dc.description.abstract | (ii) nine different texture feature sets were extracted, and (iii) the k-nearest neighbor classifier was used to classify a plaque as symptomatic or asymptomatic. The de-speckle filters based on higher order statistics, anisotropic speckle diffusion, and geometric properties gave a slightly higher percentage of correct classifications score than the original images. | en |
dc.source | Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings | en |
dc.source | Proceedings of the 2002 IEEE Engineering in Medicine and Biology 24th Annual Conference and the 2002 Fall Meeting of the Biomedical Engineering Society (BMES / EMBS) | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036906668&partnerID=40&md5=6c23d319a5f1f10bba50e7d6e6702182 | |
dc.subject | Statistics | en |
dc.subject | Feature extraction | en |
dc.subject | Matrix algebra | en |
dc.subject | Blood vessels | en |
dc.subject | Ultrasonic imaging | en |
dc.subject | Image analysis | en |
dc.subject | Image enhancement | en |
dc.subject | Carotid artery | en |
dc.subject | Carotid plaque | en |
dc.subject | De-speckle filtering | en |
dc.subject | Speckle | en |
dc.subject | Texture analysis | en |
dc.title | De-speckle filtering in ultrasound imaging of the carotid artery | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.description.volume | 2 | |
dc.description.startingpage | 1027 | |
dc.description.endingpage | 1028 | |
dc.author.faculty | 002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences | |
dc.author.department | Τμήμα Πληροφορικής / Department of Computer Science | |
dc.type.uhtype | Conference Object | en |
dc.description.notes | <p>Conference code: 60461 | en |
dc.description.notes | Cited By :8</p> | en |
dc.contributor.orcid | Schizas, Christos N. [0000-0001-6548-4980] | |
dc.contributor.orcid | Pattichis, Constantinos S. [0000-0003-1271-8151] | |
dc.contributor.orcid | Pattichis, Marios S. [0000-0002-1574-1827] | |
dc.contributor.orcid | Kyriacou, Efthyvoulos C. [0000-0002-4589-519X] | |
dc.contributor.orcid | Loizou, Christos P. [0000-0003-1247-8573] | |
dc.contributor.orcid | Pantzaris, Marios C. [0000-0003-2937-384X] | |
dc.gnosis.orcid | 0000-0001-6548-4980 | |
dc.gnosis.orcid | 0000-0003-1271-8151 | |
dc.gnosis.orcid | 0000-0002-1574-1827 | |
dc.gnosis.orcid | 0000-0002-4589-519X | |
dc.gnosis.orcid | 0000-0003-1247-8573 | |
dc.gnosis.orcid | 0000-0003-2937-384X | |