ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATION
Application of nonparametric transformations for construction of local image features descriptors is considered. An approach based on scalable Bresenham circles for multiring nonparametric transformations is proposed. A problem of finding characteristic points (corners) in images is solved using two...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Russian |
| Published: |
National Academy of Sciences of Belarus, the United Institute of Informatics Problems
2017-03-01
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| Series: | Informatika |
| Online Access: | https://inf.grid.by/jour/article/view/198 |
| _version_ | 1826546943924371456 |
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| author | G. A. Butkin I. A. Emelianov A. V. Tuzikov |
| author_facet | G. A. Butkin I. A. Emelianov A. V. Tuzikov |
| author_sort | G. A. Butkin |
| collection | DOAJ |
| description | Application of nonparametric transformations for construction of local image features descriptors is considered. An approach based on scalable Bresenham circles for multiring nonparametric transformations is proposed. A problem of finding characteristic points (corners) in images is solved using two rings of small radius. Then, considering rings of greater radius a final decision is made concerning local features under investigation. Testing results of proposed local descriptors have demonstrated their competitiveness with known descriptors. |
| first_indexed | 2024-04-10T02:16:41Z |
| format | Article |
| id | doaj.art-cedec30f44014823acf1c27e71ca8ecf |
| institution | Directory Open Access Journal |
| issn | 1816-0301 |
| language | Russian |
| last_indexed | 2025-03-14T05:41:48Z |
| publishDate | 2017-03-01 |
| publisher | National Academy of Sciences of Belarus, the United Institute of Informatics Problems |
| record_format | Article |
| series | Informatika |
| spelling | doaj.art-cedec30f44014823acf1c27e71ca8ecf2025-03-05T13:56:41ZrusNational Academy of Sciences of Belarus, the United Institute of Informatics ProblemsInformatika1816-03012017-03-0101(53)2030197ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATIONG. A. Butkin0I. A. Emelianov1A. V. Tuzikov2Объединенный институт проблем информатики НАН БеларусиОбъединенный институт проблем информатики НАН БеларусиОбъединенный институт проблем информатики НАН БеларусиApplication of nonparametric transformations for construction of local image features descriptors is considered. An approach based on scalable Bresenham circles for multiring nonparametric transformations is proposed. A problem of finding characteristic points (corners) in images is solved using two rings of small radius. Then, considering rings of greater radius a final decision is made concerning local features under investigation. Testing results of proposed local descriptors have demonstrated their competitiveness with known descriptors.https://inf.grid.by/jour/article/view/198 |
| spellingShingle | G. A. Butkin I. A. Emelianov A. V. Tuzikov ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATION Informatika |
| title | ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATION |
| title_full | ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATION |
| title_fullStr | ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATION |
| title_full_unstemmed | ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATION |
| title_short | ALGORITHMS FOR CONSTRUCTING THE DESCRIPTORS OF LOCAL IMAGE FEATURES BASED ON MULTIRING NONPARAMETRIC TRANSFORMATION |
| title_sort | algorithms for constructing the descriptors of local image features based on multiring nonparametric transformation |
| url | https://inf.grid.by/jour/article/view/198 |
| work_keys_str_mv | AT gabutkin algorithmsforconstructingthedescriptorsoflocalimagefeaturesbasedonmultiringnonparametrictransformation AT iaemelianov algorithmsforconstructingthedescriptorsoflocalimagefeaturesbasedonmultiringnonparametrictransformation AT avtuzikov algorithmsforconstructingthedescriptorsoflocalimagefeaturesbasedonmultiringnonparametrictransformation |