AutoPedestrian : An Automatic Data Augmentation and Loss Function Search Scheme for Pedestrian Detection

Pedestrian detection is a challenging and hot research topic in the field of computer vision, especially for the crowded scenes where occlusion happens frequently. In this paper, we propose a novel AutoPedestrian scheme that automatically augments the pedestrian data and searches for suitable loss f...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 07., Seite 8483-8496
Auteur principal: Tang, Yi (Auteur)
Autres auteurs: Li, Baopu, Liu, Min, Chen, Boyu, Wang, Yaonan, Ouyang, Wanli
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article