ISSN: 2310-757X
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http://elar.urfu.ru/handle/10995/90414Полная запись метаданных
| Поле DC | Значение | Язык |
|---|---|---|
| dc.contributor.author | Kruglov, V. N. | en |
| dc.date.accessioned | 2020-09-29T09:47:17Z | - |
| dc.date.available | 2020-09-29T09:47:17Z | - |
| dc.date.issued | 2020 | - |
| dc.identifier.citation | Kruglov, V. N. Using Open Source Libraries in the Development of Control Systems Based on Machine Vision / V. N. Kruglov. — DOI 10.1007/978-3-030-47240-5_7 // IFIP Advances in Information and Communication Technology. — 2020. — Iss. 582 IFIP. — P. 70-77. | en |
| dc.identifier.isbn | 9783030472399 | - |
| dc.identifier.issn | 1868-4238 | - |
| dc.identifier.other | https://link.springer.com/content/pdf/10.1007%2F978-3-030-47240-5_7.pdf | |
| dc.identifier.other | 1 | good_DOI |
| dc.identifier.other | 28798a2f-e367-4cde-90de-03373b0c0913 | pure_uuid |
| dc.identifier.other | http://www.scopus.com/inward/record.url?partnerID=8YFLogxK&scp=85084981594 | m |
| dc.identifier.uri | http://elar.urfu.ru/handle/10995/90414 | - |
| dc.description.abstract | The possibility of the boundaries detection in the images of crushed ore particles using a convolutional neural network is analyzed. The structure of the neural network is given. The construction of training and test datasets of ore particle images is described. Various modifications of the underlying neural network have been investigated. Experimental results are presented. © 2020, IFIP International Federation for Information Processing. | en |
| dc.description.sponsorship | Foundation for Assistance to Small Innovative Enterprises in Science and Technology, FASIE | en |
| dc.description.sponsorship | Funding. The work was performed under state contract 3170ΓC1/48564, grant from the FASIE. | en |
| dc.format.mimetype | application/pdf | en |
| dc.language.iso | en | en |
| dc.publisher | Springer | en |
| dc.rights | info:eu-repo/semantics/openAccess | en |
| dc.source | IFIP Advances in Information and Communication Technology | en |
| dc.subject | CONVOLUTIONAL NEURAL NETWORK | en |
| dc.subject | GRAIN-SIZE ANALYSIS | en |
| dc.subject | MACHINE LEARNING | en |
| dc.subject | MACHINE VISION | en |
| dc.subject | OBJECT BOUNDARIES DETECTION | en |
| dc.subject | OPEN SOURCE LIBRARIES | en |
| dc.subject | COMPUTER VISION | en |
| dc.subject | CONVOLUTIONAL NEURAL NETWORKS | en |
| dc.subject | ON-MACHINES | en |
| dc.subject | OPEN-SOURCE LIBRARIES | en |
| dc.subject | PARTICLE IMAGES | en |
| dc.subject | OPEN SYSTEMS | en |
| dc.title | Using Open Source Libraries in the Development of Control Systems Based on Machine Vision | en |
| dc.type | Conference Paper | en |
| dc.type | info:eu-repo/semantics/conferenceObject | en |
| dc.type | info:eu-repo/semantics/publishedVersion | en |
| dc.identifier.doi | 10.1007/978-3-030-47240-5_7 | - |
| dc.identifier.scopus | 85084981594 | - |
| local.affiliation | Ural Federal University, Yekaterinburg, Russian Federation | en |
| local.contributor.employee | Kruglov, V.N., Ural Federal University, Yekaterinburg, Russian Federation | ru |
| local.description.firstpage | 70 | - |
| local.description.lastpage | 77 | - |
| local.issue | 582 IFIP | - |
| local.identifier.pure | 12911881 | - |
| local.identifier.eid | 2-s2.0-85084981594 | - |
| Располагается в коллекциях: | Научные публикации ученых УрФУ, проиндексированные в SCOPUS и WoS CC | |
Файлы этого ресурса:
| Файл | Описание | Размер | Формат | |
|---|---|---|---|---|
| 10.1007-978-3-030-47240-5_7.pdf | 4,12 MB | Adobe PDF | Просмотреть/Открыть |
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