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The application of the binocular camera to crowd density estimation
2012 International Conference on Machine Learning and Cybernetics, 2012In this paper, a new method is proposed to estimate crowd density based on binocular vision: according to the average parallax of the object in the two camera plane, first we calculate the correction parameters of monitoring location, then we fit the correction function based on the result of the correction parameters of the same target objects in ...
Sen Guo, San-Feng Chen
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Auto-Encoders for Crowd Density Estimation
2022 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), 2022Kashika Akhouri +5 more
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Density based clustering with crowding differential evolution
Seventh International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'05), 2005The aim of this paper is to analyze the applicability of crowding differential evolution to unsupervised clustering. The basic idea of this approach, interpreting the clustering problem as a multi-modal optimization one, is similar to that of unsupervised niche clustering proposed by Nasraoui et al.
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A survey of crowd counting and density estimation based on convolutional neural network
Neurocomputing, 2022Zizhu Fan, Yudong Zhang, Guangming Lu
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Scale-aware CNN for crowd density estimation and crowd behavior analysis
Computers and Electrical Engineering, 2022Vipul Sharma +2 more
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Estimating crowd density with edge intelligence based on lightweight convolutional neural networks
Expert Systems With Applications, 2022Yinhai Wang, Ziyuan Pu
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Survey on algorithms of people counting in dense crowd and crowd density estimation
Multimedia Tools and Applications, 2022Ge Yang, Dian Zhu
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