Graininess-Aware Deep Feature Learning for Robust Pedestrian Detection

In this paper, we propose a graininess-aware deep feature learning method for pedestrian detection. Unlike most existing methods which utilize the convolutional features without explicit distinction, we appropriately exploit multiple convolutional layers and dynamically select most informative featu...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2020) vom: 20. Jan.
1. Verfasser: Lin, Chunze (VerfasserIn)
Weitere Verfasser: Lu, Jiwen, Wang, Gang, Zhou, Jie
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2020
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article