Embedding Perspective Analysis Into Multi-Column Convolutional Neural Network for Crowd Counting

The crowd counting is challenging for deep networks due to several factors. For instance, the networks can not efficiently analyze the perspective information of arbitrary scenes, and they are naturally inefficient to handle the scale variations. In this work, we deliver a simple yet efficient multi...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 14., Seite 1395-1407
1. Verfasser: Yang, Yifan (VerfasserIn)
Weitere Verfasser: Li, Guorong, Du, Dawei, Huang, Qingming, Sebe, Nicu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article