Matching corners using the informative arc
Corners are important features in images because they typically delimit the boundaries of regions or objects. For real‐time applications, it is essential that corners are detected and matched reliably and rapidly. This study presents two related descriptors which are compatible with standard corner...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-06-01
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| Series: | IET Computer Vision |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/iet-cvi.2013.0104 |
| _version_ | 1797685199906013184 |
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| author | Nadia Kanwal Erkan Bostanci Adrian F. Clark |
| author_facet | Nadia Kanwal Erkan Bostanci Adrian F. Clark |
| author_sort | Nadia Kanwal |
| collection | DOAJ |
| description | Corners are important features in images because they typically delimit the boundaries of regions or objects. For real‐time applications, it is essential that corners are detected and matched reliably and rapidly. This study presents two related descriptors which are compatible with standard corner detectors and able to be computed and matched at video rate: one encodes the entire region within a corner, whereas the other describes only the region within an object. The advantage of encoding only the region within an object is demonstrated. The noise stability of the descriptors is assessed and compared with that of the popular binary robust independent elementary feature (BRIEF) descriptor, and the matching performances of the descriptors are compared on video sequences from hand‐held cameras and the PETS2012 database. A statistical analysis shows that performance is indistinguishable from BRIEF. |
| first_indexed | 2024-03-12T00:41:41Z |
| format | Article |
| id | doaj.art-def539ad0e8a4c1b9749205d32506cd5 |
| institution | Directory Open Access Journal |
| issn | 1751-9632 1751-9640 |
| language | English |
| last_indexed | 2024-03-12T00:41:41Z |
| publishDate | 2014-06-01 |
| publisher | Wiley |
| record_format | Article |
| series | IET Computer Vision |
| spelling | doaj.art-def539ad0e8a4c1b9749205d32506cd52023-09-15T07:15:52ZengWileyIET Computer Vision1751-96321751-96402014-06-018324525310.1049/iet-cvi.2013.0104Matching corners using the informative arcNadia Kanwal0Erkan Bostanci1Adrian F. Clark2VASE LaboratoryComputer Science and Electronic EngineeringUniversity of EssexColchesterCO4 3SQUKVASE LaboratoryComputer Science and Electronic EngineeringUniversity of EssexColchesterCO4 3SQUKVASE LaboratoryComputer Science and Electronic EngineeringUniversity of EssexColchesterCO4 3SQUKCorners are important features in images because they typically delimit the boundaries of regions or objects. For real‐time applications, it is essential that corners are detected and matched reliably and rapidly. This study presents two related descriptors which are compatible with standard corner detectors and able to be computed and matched at video rate: one encodes the entire region within a corner, whereas the other describes only the region within an object. The advantage of encoding only the region within an object is demonstrated. The noise stability of the descriptors is assessed and compared with that of the popular binary robust independent elementary feature (BRIEF) descriptor, and the matching performances of the descriptors are compared on video sequences from hand‐held cameras and the PETS2012 database. A statistical analysis shows that performance is indistinguishable from BRIEF.https://doi.org/10.1049/iet-cvi.2013.0104handheld camerasstatistical analysisPETS2012 databasehand held camerasvideo sequencesBRIEF descriptor |
| spellingShingle | Nadia Kanwal Erkan Bostanci Adrian F. Clark Matching corners using the informative arc IET Computer Vision handheld cameras statistical analysis PETS2012 database hand held cameras video sequences BRIEF descriptor |
| title | Matching corners using the informative arc |
| title_full | Matching corners using the informative arc |
| title_fullStr | Matching corners using the informative arc |
| title_full_unstemmed | Matching corners using the informative arc |
| title_short | Matching corners using the informative arc |
| title_sort | matching corners using the informative arc |
| topic | handheld cameras statistical analysis PETS2012 database hand held cameras video sequences BRIEF descriptor |
| url | https://doi.org/10.1049/iet-cvi.2013.0104 |
| work_keys_str_mv | AT nadiakanwal matchingcornersusingtheinformativearc AT erkanbostanci matchingcornersusingtheinformativearc AT adrianfclark matchingcornersusingtheinformativearc |