A Closer Look at the Joint Training of Object Detection and Re-Identification in Multi-Object Tracking

Unifying object detection and re-identification (ReID) into a single network enables faster multi-object tracking (MOT), while this multi-task setting poses challenges for training. In this work, we dissect the joint training of detection and ReID from two dimensions: label assignment and loss funct...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 06., Seite 267-280
Auteur principal: Liang, Tianyi (Auteur)
Autres auteurs: Li, Baopu, Wang, Mengzhu, Tan, Huibin, Luo, Zhigang
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article