Multidirection and Multiscale Pyramid in Transformer for Video-Based Pedestrian Retrieval

In video surveillance, pedestrian retrieval (also called person reidentification) is a critical task. This task aims to retrieve the pedestrian of interest from nonoverlapping cameras. Recently, transformer-based models have achieved significant progress for this task. However, these models still su...

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Bibliographic Details

Published in:	IEEE transactions on industrial informatics Vol. 18; no. 12; pp. 8776 - 8785
Main Authors:	Zang, Xianghao, Li, Ge, Gao, Wei
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.12.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Ablation Cameras Convolution Feature extraction Kernel Multidirection and multiscale pyramid Natural language processing Patches (structures) Pyramids Representations Retrieval Task analysis Transformers video-based pedestrian retrieval vision transformer
ISSN:	1551-3203, 1941-0050
Online Access:	Get full text
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