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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Superior document: | Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie |
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Year of Publication: | 2019 |
Language: | English |
Series: | Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie
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Physical Description: | 1 electronic resource (XII, 146 p. p.) |
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Tian, Wei auth Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios KIT Scientific Publishing 2019 1 electronic resource (XII, 146 p. p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie 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. English Occlusion geringe Beleuchtung Tracking multiple objects monocular camera low illumination mehrere Objeke Verdeckung monokulare Kamera Verfolgung 3-7315-0915-6 |
language |
English |
format |
eBook |
author |
Tian, Wei |
spellingShingle |
Tian, Wei Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie |
author_facet |
Tian, Wei |
author_variant |
w t wt |
author_sort |
Tian, Wei |
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_auth |
Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
title_new |
Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
title_sort |
novel aggregated solutions for robust visual tracking in traf?c scenarios |
series |
Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie |
series2 |
Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie |
publisher |
KIT Scientific Publishing |
publishDate |
2019 |
physical |
1 electronic resource (XII, 146 p. p.) |
isbn |
1000091919 3-7315-0915-6 |
illustrated |
Not Illustrated |
work_keys_str_mv |
AT tianwei novelaggregatedsolutionsforrobustvisualtrackingintrafcscenarios |
status_str |
n |
ids_txt_mv |
(CKB)4920000000101060 (oapen)https://directory.doabooks.org/handle/20.500.12854/54861 (EXLCZ)994920000000101060 |
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hierarchy_parent_title |
Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie |
is_hierarchy_title |
Novel Aggregated Solutions for Robust Visual Tracking in Traf?c Scenarios |
container_title |
Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie |
_version_ |
1787548505787596800 |
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