DAKRS: Domain Adaptive Knowledge-Based Retrieval System for Natural Language-Based Vehicle Retrieval

DAKRS: Domain Adaptive Knowledge-Based Retrieval System for Natural Language-Based Vehicle Retrieval

Given Natural Language (NL) text descriptions, NL-based vehicle retrieval aims to extract target vehicles from a multi-view multi-camera traffic video pool. Solutions to the problem have been challenged by not only inherent distinctions between textual and visual domains, but also by the complexitie...

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Bibliographic Details
Main Authors: Synh Viet-Uyen Ha, Huy Dinh-Anh Le, Quang Qui-Vinh Nguyen, Nhat Minh Chung
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Contrastive representation learning
text-to-image retrieval
vehicle retrieval
semi-supervised learning
domain adaptation
background subtraction
Online Access:https://ieeexplore.ieee.org/document/10077564/

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