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Attribute-Based Person Retrieval in Multi-Camera Networks
Specker, Andreas

Attribute-Based Person Retrieval in Multi-Camera Networks

Author / Organization:
Humanities & Social Sciences Published 2026 Verification Pending

Overview & Synopsis

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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Indexed from repository: OAPEN Library (www.oapen.org)

Document Information

Document Title Attribute-Based Person Retrieval in Multi-Camera Networks
Author / Organization Specker, Andreas
Subject & Discipline Attribute recognition
Categories Humanities & Social Sciences
Publication Year 2026
License / Rights Open Access / Creative Commons
Resource Verification Listed PDF (Verification Pending)
Original Host Website OAPEN Library (www.oapen.org)
File Format application/pdf (Portable Document Format)
Language EN
Catalog ID DOC-1532
Original Source Link Visit Source Page on www.oapen.org »