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Attribute-Based Person Retrieval in Multi-Camera Networks

Av: Medverkande: Materialtyp: ArtikelSerie: Utgivningsinformation: Karlsruhe, Germany KIT Scientific Publishing KIT Scientific Publishing [Imprint] 2026Beskrivning: 1 electronic resource (304 p.)Innehållstyp:
  • text
Medietyp:
  • computer
Bärartyp:
  • online resource
ISBN:
  • 9783731514695
Ämnen: Onlineresurser: Sammanfattning: 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.
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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.

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