Utilization of Occluded Detections and Target Information in Multi-Person Tracking
Multi-person tracking has many applications such as surveillance or automated driving. Existing approaches exploit available motion and appearance cues insufficiently. In contrast, this work introduces several methods to improve the usage of detections and target information, including novel associa...
محفوظ في:
| المؤلف الرئيسي: | |
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| التنسيق: | Online |
| اللغة: | الإنجليزية |
| منشور في: |
KIT Scientific Publishing
2026
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| الموضوعات: | |
| الوصول للمادة أونلاين: | ONIX_20260323T152922_9783731514671_4 |
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| _version_ | 1869525327260155904 |
|---|---|
| author | Bernhard Stadler, Daniel |
| author_browse | Bernhard Stadler, Daniel |
| author_facet | Bernhard Stadler, Daniel |
| author_sort | Bernhard Stadler, Daniel |
| collection | Directory of Open Access Books |
| description | Multi-person tracking has many applications such as surveillance or automated driving. Existing approaches exploit available motion and appearance cues insufficiently. In contrast, this work introduces several methods to improve the usage of detections and target information, including novel association strategies, distance measures, and an occlusion-aware initialization. The proposed framework achieves state-of-the-art results on multiple benchmarks and tracks hundreds of persons in real time. |
| format | Online |
| id | doab-20.500.12854ir-174295 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2026 |
| publishDateRange | 2026 |
| publishDateSort | 2026 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1742952026-03-24T06:42:09Z Utilization of Occluded Detections and Target Information in Multi-Person Tracking Bernhard Stadler, Daniel Echtzeitverarbeitung Multi-person tracking Multi-Persone-Tracking Real-time processing Surveillance Überwachung thema EDItEUR::U Computing and Information Technology Multi-person tracking has many applications such as surveillance or automated driving. Existing approaches exploit available motion and appearance cues insufficiently. In contrast, this work introduces several methods to improve the usage of detections and target information, including novel association strategies, distance measures, and an occlusion-aware initialization. The proposed framework achieves state-of-the-art results on multiple benchmarks and tracks hundreds of persons in real time. 2026-03-24T06:42:05Z 2026-03-24T06:42:05Z 2026-03-23T15:33:30Z 2026 book ONIX_20260323T152922_9783731514671_4 1863-6489 (Online) https://library.oapen.org/handle/20.500.12657/112161 9783731514671 https://directory.doabooks.org/handle/20.500.12854/174295 eng Karlsruher Schriften zur Anthropomatik open access image/jpeg n/a https://library.oapen.org/bitstream/20.500.12657/112161/1/9783731514671.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000189811 10.5445/KSP/1000189811 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731514671 KIT Scientific Publishing 294 Karlsruhe, Germany open access |
| spellingShingle | Echtzeitverarbeitung Multi-person tracking Multi-Persone-Tracking Real-time processing Surveillance Überwachung thema EDItEUR::U Computing and Information Technology Bernhard Stadler, Daniel Utilization of Occluded Detections and Target Information in Multi-Person Tracking |
| title | Utilization of Occluded Detections and Target Information in Multi-Person Tracking |
| title_full | Utilization of Occluded Detections and Target Information in Multi-Person Tracking |
| title_fullStr | Utilization of Occluded Detections and Target Information in Multi-Person Tracking |
| title_full_unstemmed | Utilization of Occluded Detections and Target Information in Multi-Person Tracking |
| title_short | Utilization of Occluded Detections and Target Information in Multi-Person Tracking |
| title_sort | utilization of occluded detections and target information in multi person tracking |
| topic | Echtzeitverarbeitung Multi-person tracking Multi-Persone-Tracking Real-time processing Surveillance Überwachung thema EDItEUR::U Computing and Information Technology |
| topic_facet | Echtzeitverarbeitung Multi-person tracking Multi-Persone-Tracking Real-time processing Surveillance Überwachung thema EDItEUR::U Computing and Information Technology |
| url | ONIX_20260323T152922_9783731514671_4 |
| work_keys_str_mv | AT bernhardstadlerdaniel utilizationofoccludeddetectionsandtargetinformationinmultipersontracking |