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Research on People Counting Method Based on the Density Map

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Research on People Counting Method Based on the Density Map


Qian Li | Peng Wei | Minjuan Shang



Qian Li | Peng Wei | Minjuan Shang "Research on People Counting Method Based on the Density Map" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-6, October 2020, pp.1516-1523, URL: https://www.ijtsrd.com/papers/ijtsrd33599.pdf

With the rapid development of science and technology and the rise of deep learning, in recent years, image-based people counting has become a hot research topic in the field of computer vision. The method based on the density map retains the spatial information of the crowd in the picture, and on this basis, the network model of deep learning training is also used to improve the accuracy of the people counting. This paper mainly analyzes the traditional counting methods, introduces the common datasets used in people counting. We mainly conducted research and analysis on recent years' people counting methods of generating high-quality population density map through CNN method, the end-to-end convolutional neural network model surprised us with the accuracy of the people counting. Finally, this paper prospects the future research trend of people counting.

people counting, computer vision, density map, convolutional neural network (CNN)


IJTSRD33599
Volume-4 | Issue-6, October 2020
1516-1523
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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