Web: http://arxiv.org/abs/2206.10879

June 23, 2022, 1:12 a.m. | Chuyang Zhao, Haobo Chen, Wenyuan Zhang, Junru Chen, Sipeng Zhang, Yadong Li, Boxun Li

cs.CV updates on arXiv.org arxiv.org

Natural language (NL) based vehicle retrieval aims to search specific vehicle
given text description. Different from the image-based vehicle retrieval,
NL-based vehicle retrieval requires considering not only vehicle appearance,
but also surrounding environment and temporal relations. In this paper, we
propose a Symmetric Network with Spatial Relationship Modeling (SSM) method for
NL-based vehicle retrieval. Specifically, we design a symmetric network to
learn the unified cross-modal representations between text descriptions and
vehicle images, where vehicle appearance details and vehicle trajectory global …

arxiv cv language modeling natural natural language network relationship retrieval

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