Tracking Extended Objects with Active Models and Negative Measurements
Extended object tracking deals with estimating the shape and pose of an object based on noisy point measurements. This task is not straightforward, as we may be faced with scarce low-quality measurements, little a priori information, or we may be unable to observe the entire target. This work aims t...
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| Format: | Electronic Book Chapter |
| Language: | English |
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KIT Scientific Publishing
2019
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| Series: | Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory
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| Subjects: | |
| Online Access: | DOAB: download the publication DOAB: description of the publication |
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| 100 | 1 | |a Zea Cobo, Antonio Kleber |4 auth | |
| 245 | 1 | 0 | |a Tracking Extended Objects with Active Models and Negative Measurements |
| 260 | |b KIT Scientific Publishing |c 2019 | ||
| 300 | |a 1 electronic resource (XIX, 179 p. p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory | |
| 506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
| 520 | |a Extended object tracking deals with estimating the shape and pose of an object based on noisy point measurements. This task is not straightforward, as we may be faced with scarce low-quality measurements, little a priori information, or we may be unable to observe the entire target. This work aims to address these challenges by incorporating ideas from active contours and exploiting information from negative measurements, which tell us where the target cannot be. | ||
| 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 | ||
| 653 | |a Extended Objects | ||
| 653 | |a Tracking | ||
| 653 | |a Active Models | ||
| 653 | |a Aktive Modelle | ||
| 653 | |a Bilddatenverarbeitung | ||
| 653 | |a Computer Vision | ||
| 653 | |a Negative Information | ||
| 653 | |a Ausgedehnte Objekte | ||
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| 856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/61101 |7 0 |z DOAB: description of the publication |