Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios
This work proposes novel approaches for object tracking in challenging scenarios like severe occlusion, deteriorated vision and long range multi-object reidenti?cation. All these solutions are only based on image sequence captured by a monocular camera and do not require additional sensors. Experime...
I tiakina i:
| Kaituhi matua: | |
|---|---|
| Hōputu: | Online |
| Reo: | Ingarihi |
| I whakaputaina: |
KIT Scientific Publishing
2021
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| Ngā marau: | |
| Urunga tuihono: | 34337 |
| Ngā Tūtohu: |
Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!
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| _version_ | 1869518835584860160 |
|---|---|
| author | Tian, Wei |
| author_browse | Tian, Wei |
| author_facet | Tian, Wei |
| author_sort | Tian, Wei |
| collection | Directory of Open Access Books |
| description | This work proposes novel approaches for object tracking in challenging scenarios like severe occlusion, deteriorated vision and long range multi-object reidenti?cation. All these solutions are only based on image sequence captured by a monocular camera and do not require additional sensors. Experiments on standard benchmarks demonstrate an improved state-of-the-art performance of these approaches. Since all the presented approaches are smartly designed, they can run at a real-time speed. |
| format | Online |
| id | doab-20.500.12854ir-54861 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-548612024-04-09T23:16:33Z Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios Tian, Wei T1-995 Occlusion geringe Beleuchtung Tracking multiple objects monocular camera low illumination mehrere Objeke Verdeckung monokulare Kamera Verfolgung thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues This work proposes novel approaches for object tracking in challenging scenarios like severe occlusion, deteriorated vision and long range multi-object reidenti?cation. All these solutions are only based on image sequence captured by a monocular camera and do not require additional sensors. Experiments on standard benchmarks demonstrate an improved state-of-the-art performance of these approaches. Since all the presented approaches are smartly designed, they can run at a real-time speed. 2021-02-11T21:16:33Z 2021-02-11T21:16:33Z 2019-07-30 20:01:57 2019 book 34337 16134214 9783731509158 https://directory.doabooks.org/handle/20.500.12854/54861 eng Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731509158 KIT Scientific Publishing 10.5445/KSP/1000091919 10.5445/KSP/1000091919 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731509158 XII, 146 p. open access |
| spellingShingle | T1-995 Occlusion geringe Beleuchtung Tracking multiple objects monocular camera low illumination mehrere Objeke Verdeckung monokulare Kamera Verfolgung thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues Tian, Wei Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
| title | Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
| title_full | Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
| title_fullStr | Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
| title_full_unstemmed | Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
| title_short | Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
| title_sort | novel aggregated solutions for robust visual tracking in traf c scenarios |
| topic | T1-995 Occlusion geringe Beleuchtung Tracking multiple objects monocular camera low illumination mehrere Objeke Verdeckung monokulare Kamera Verfolgung thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| topic_facet | T1-995 Occlusion geringe Beleuchtung Tracking multiple objects monocular camera low illumination mehrere Objeke Verdeckung monokulare Kamera Verfolgung thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| url | 34337 |
| work_keys_str_mv | AT tianwei novelaggregatedsolutionsforrobustvisualtrackingintrafcscenarios |