Crowd Density Estimation by Using Attention Based Capsule Network and Multi-Column CNN

We propose a strategy that focuses on estimating the number of people in a crowd, one of the aims of crowd analysis, using static images or video images. While manual feature extraction was not performed with pixel and regression-based methods in the first studies on crowd analysis, recent studies u...

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Bibliographic Details
Main Authors: Merve Ayyuce Kizrak, Bulent Bolat
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9433545/