Attribute-Based Person Retrieval in Multi-Camera Networks
Attribute-based person retrieval searches for persons using textual descriptions of their visual appearance. This thesis presents a deep learning approach for such retrieval in video surveillance and smart city scenarios. It introduces methods for attribute recognition in images and videos, the UPAR...
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| Materialtyp: | Online |
| Språk: | engelska |
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KIT Scientific Publishing
2026
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| Länkar: | ONIX_20260323T152922_9783731514695_3 |
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| _version_ | 1869519565929578496 |
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| author | Specker, Andreas |
| author_browse | Specker, Andreas |
| author_facet | Specker, Andreas |
| author_sort | Specker, Andreas |
| collection | Directory of Open Access Books |
| description | Attribute-based person retrieval searches for persons using textual descriptions of their visual appearance. This thesis presents a deep learning approach for such retrieval in video surveillance and smart city scenarios. It introduces methods for attribute recognition in images and videos, the UPAR dataset, specialized evaluation metrics, and an end-to-end pipeline from camera video to search results. |
| format | Online |
| id | doab-20.500.12854ir-174258 |
| 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-1742582026-03-24T05:02:01Z Attribute-Based Person Retrieval in Multi-Camera Networks Specker, Andreas Attribute recognition Attributerkennung Computer vision Deep learning Deep Learning Person retrieval Personensuche Semantic attributes Semantische Attribute thema EDItEUR::U Computing and Information Technology Attribute-based person retrieval searches for persons using textual descriptions of their visual appearance. This thesis presents a deep learning approach for such retrieval in video surveillance and smart city scenarios. It introduces methods for attribute recognition in images and videos, the UPAR dataset, specialized evaluation metrics, and an end-to-end pipeline from camera video to search results. 2026-03-24T05:01:57Z 2026-03-24T05:01:57Z 2026-03-23T15:33:27Z 2026 book ONIX_20260323T152922_9783731514695_3 1863-6489 (Online) https://library.oapen.org/handle/20.500.12657/112160 9783731514695 https://directory.doabooks.org/handle/20.500.12854/174258 eng Karlsruher Schriften zur Anthropomatik open access image/jpeg n/a https://library.oapen.org/bitstream/20.500.12657/112160/1/9783731514695.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000189916 10.5445/KSP/1000189916 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731514695 KIT Scientific Publishing 304 Karlsruhe, Germany open access |
| spellingShingle | Attribute recognition Attributerkennung Computer vision Deep learning Deep Learning Person retrieval Personensuche Semantic attributes Semantische Attribute thema EDItEUR::U Computing and Information Technology Specker, Andreas Attribute-Based Person Retrieval in Multi-Camera Networks |
| title | Attribute-Based Person Retrieval in Multi-Camera Networks |
| title_full | Attribute-Based Person Retrieval in Multi-Camera Networks |
| title_fullStr | Attribute-Based Person Retrieval in Multi-Camera Networks |
| title_full_unstemmed | Attribute-Based Person Retrieval in Multi-Camera Networks |
| title_short | Attribute-Based Person Retrieval in Multi-Camera Networks |
| title_sort | attribute based person retrieval in multi camera networks |
| topic | Attribute recognition Attributerkennung Computer vision Deep learning Deep Learning Person retrieval Personensuche Semantic attributes Semantische Attribute thema EDItEUR::U Computing and Information Technology |
| topic_facet | Attribute recognition Attributerkennung Computer vision Deep learning Deep Learning Person retrieval Personensuche Semantic attributes Semantische Attribute thema EDItEUR::U Computing and Information Technology |
| url | ONIX_20260323T152922_9783731514695_3 |
| work_keys_str_mv | AT speckerandreas attributebasedpersonretrievalinmulticameranetworks |