Abnormal crowd density estimation in aerial images based on the deep and handcrafted features fusion

Expert Systems with Applications ◽

10.1016/j.eswa.2021.114656 ◽

2021 ◽

Vol 173 ◽

pp. 114656

Author(s):

Fatma Bouhlel ◽

Hazar Mliki ◽

Mohamed Hammami

Keyword(s):

Density Estimation ◽

Aerial Images ◽

Features Fusion ◽

Crowd Density Estimation ◽

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Abnormal crowd density estimation in aerial images

Journal of Electronic Imaging ◽

10.1117/1.jei.28.1.013047 ◽

2019 ◽

Vol 28 (01) ◽

pp. 1 ◽

Author(s):

Hazar Mliki ◽

Olfa Arous ◽

Mohamed Hammami

Keyword(s):

Density Estimation ◽

Aerial Images ◽

Crowd Density Estimation ◽

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Bayesian linear regression for crowd density estimation in aerial images

2017 Joint Urban Remote Sensing Event (JURSE) ◽

10.1109/jurse.2017.7924546 ◽

2017 ◽

Author(s):

Shiyong Cui ◽

Oliver Meynberg ◽

Peter Reinartz

Keyword(s):

Linear Regression ◽

Density Estimation ◽

Aerial Images ◽

Crowd Density Estimation ◽

Crowd Density ◽

Bayesian Linear Regression

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Multiple features fusion for crowd density estimation

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service - ICIMCS '12 ◽

10.1145/2382336.2382349 ◽

2012 ◽

Author(s):

Zi Ye ◽

Jinqiao Wang ◽

Zhenchong Wang ◽

Hanqing Lu

Keyword(s):

Density Estimation ◽

Multiple Features ◽

Features Fusion ◽

Crowd Density Estimation ◽

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Crowd density estimation method based on floor area

Journal of Physics Conference Series ◽

10.1088/1742-6596/1651/1/012060 ◽

2020 ◽

Vol 1651 ◽

pp. 012060

Author(s):

Fujian Feng ◽

Shuang Liu ◽

Yongzheng Pan ◽

Xin He ◽

Jiayin Wei ◽

...

Keyword(s):

Density Estimation ◽

Estimation Method ◽

Crowd Density Estimation ◽

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Crowd Density Estimation Using Fusion of Multi-Layer Features

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2020.2983475 ◽

2020 ◽

pp. 1-12

Author(s):

Xinghao Ding ◽

Fujin He ◽

Zhirui Lin ◽

Yu Wang ◽

Huimin Guo ◽

...

Keyword(s):

Density Estimation ◽

Crowd Density Estimation ◽

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Crowd density estimation based on statistical analysis of local intra-crowd motions for public area surveillance

Optical Engineering ◽

10.1117/1.oe.51.4.047204 ◽

2012 ◽

Vol 51 (4) ◽

pp. 1 ◽

Author(s):

Zhaoxiang Zhang ◽

Min Li

Keyword(s):

Statistical Analysis ◽

Density Estimation ◽

Crowd Density Estimation ◽

Crowd Density ◽

Public Area ◽

Area Surveillance

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Research on central issues of crowd density estimation

2013 10th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) ◽

10.1109/iccwamtip.2013.6716618 ◽

2013 ◽

Author(s):

Kuang Ping ◽

Peng Bo ◽

Zhao Wenying ◽

Luo Shuai

Keyword(s):

Density Estimation ◽

Crowd Density Estimation ◽

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Crowd density estimation via Markov Random Field (MRF)

2010 8th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2010.5554998 ◽

2010 ◽

Author(s):

Jinnian Guo ◽

Xinyu Wu ◽

Tian Cao ◽

Shiqi Yu ◽

Yangsheng Xu

Keyword(s):

Random Field ◽

Density Estimation ◽

Markov Random Field ◽

Markov Random ◽

Crowd Density Estimation ◽

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Fast crowd density estimation with convolutional neural networks

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2015.04.006 ◽

2015 ◽

Vol 43 ◽

pp. 81-88 ◽

Author(s):

Min Fu ◽

Pei Xu ◽

Xudong Li ◽

Qihe Liu ◽

Mao Ye ◽

...

Keyword(s):

Neural Networks ◽

Density Estimation ◽

Convolutional Neural Networks ◽

Crowd Density Estimation ◽

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An Improved Convolutional Neural Network on Crowd Density Estimation

ITM Web of Conferences ◽

10.1051/itmconf/20160705009 ◽

2016 ◽

Vol 7 ◽

pp. 05009

Author(s):

Shao-Yun Pan ◽

Jie Guo ◽

Zheng Huang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Density Estimation ◽

Crowd Density Estimation ◽

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