Robust Head Detection in Complex Videos Using Two-Stage Deep Convolution Framework

Robust Head Detection in Complex Videos Using Two-Stage Deep Convolution Framework

Pedestrian head detection plays an important role in identifying and localizing individuals in real world visual data. Head detection is a nontrivial problem due to considerable variance in camera view-points, scales, human poses, and appearances in the scene. Thanks to the translation invariance pr...

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Bibliographic Details
Main Authors: Sultan Daud Khan, Yasir Ali, Basim Zafar, Abdulfattah Noorwali
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
non-maximal suppression
head detection
crowd counting
motion analysis
Online Access:https://ieeexplore.ieee.org/document/9096268/

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