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...
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| Main Author: | |
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| Format: | Electronic Book Chapter |
| Language: | English |
| Published: |
KIT Scientific Publishing
2019
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| Series: | Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie
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| Subjects: | |
| Online Access: | DOAB: download the publication DOAB: description of the publication |
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| 020 | |a KSP/1000091919 | ||
| 020 | |a 9783731509158 | ||
| 040 | |a oapen |c oapen | ||
| 024 | 7 | |a 10.5445/KSP/1000091919 |c doi | |
| 041 | 0 | |a eng | |
| 042 | |a dc | ||
| 072 | 7 | |a TB |2 bicssc | |
| 100 | 1 | |a Tian, Wei |4 auth | |
| 245 | 1 | 0 | |a Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
| 260 | |b KIT Scientific Publishing |c 2019 | ||
| 300 | |a 1 electronic resource (XII, 146 p. p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie | |
| 506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
| 520 | |a 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. | ||
| 540 | |a Creative Commons |f https://creativecommons.org/licenses/by-sa/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-sa/4.0/ | ||
| 546 | |a English | ||
| 650 | 7 | |a Technology: general issues |2 bicssc | |
| 653 | |a Occlusion | ||
| 653 | |a geringe Beleuchtung | ||
| 653 | |a Tracking | ||
| 653 | |a multiple objects | ||
| 653 | |a monocular camera | ||
| 653 | |a low illumination | ||
| 653 | |a mehrere Objeke | ||
| 653 | |a Verdeckung | ||
| 653 | |a monokulare Kamera | ||
| 653 | |a Verfolgung | ||
| 856 | 4 | 0 | |a www.oapen.org |u https://www.ksp.kit.edu/9783731509158 |7 0 |z DOAB: download the publication |
| 856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/54861 |7 0 |z DOAB: description of the publication |