Personnel tracking on construction sites using video cameras

J Teizer, PA Vela - Advanced Engineering Informatics, 2009 - Elsevier
This paper discusses the possibility of-and need for-tracking workforce on construction
jobsites using video cameras. An evaluation of algorithms and their associated results is …

Coherent filtering: Detecting coherent motions from crowd clutters

B Zhou, X Tang, X Wang - Computer Vision–ECCV 2012: 12th European …, 2012 - Springer
Coherent motions, which describe the collective movements of individuals in crowd, widely
exist in physical and biological systems. Understanding their underlying priors and detecting …

Learning collective crowd behaviors with dynamic pedestrian-agents

B Zhou, X Tang, X Wang - International Journal of Computer Vision, 2015 - Springer
Collective behaviors characterize the intrinsic dynamics of the crowds. Automatically
understanding collective crowd behaviors has important applications to video surveillance …

[HTML][HTML] Derin öğrenme ile kalabalık analizi üzerine detaylı bir araştırma

MA Kızrak, B Bolat - Bilişim Teknolojileri Dergisi, 2018 - dergipark.org.tr
Yapay sinir ağları ve makine öğrenmesi, uzun yıllardır birçok problemin çözümünde
kullanılmıştır. Problemlerin ve modellerin karmaşıklaşması ve veri sayısındaki artış …

Data-driven crowd understanding: A baseline for a large-scale crowd dataset

C Zhang, K Kang, H Li, X Wang, R Xie… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Crowd understanding has drawn increasing attention from the computer vision community,
and its progress is driven by the availability of public crowd datasets. In this paper, we …

Fully convolutional neural networks for crowd segmentation

K Kang, X Wang - arXiv preprint arXiv:1411.4464, 2014 - arxiv.org
In this paper, we propose a fast fully convolutional neural network (FCNN) for crowd
segmentation. By replacing the fully connected layers in CNN with 1 by 1 convolution …

A landscape of crowd-management support: An integrative approach

N Wijermans, C Conrado, M van Steen, C Martella, J Li - Safety science, 2016 - Elsevier
Of the many crowd behavior models, very few have been used in assisting crowd
management practice. This lack of usage is partly due to crowd management involving a …

The knowledge domain of crowd dynamics: Anatomy of the field, pioneering studies, temporal trends, influential entities and outside-domain impact

M Haghani - Physica A: Statistical Mechanics and its Applications, 2021 - Elsevier
The literature of pedestrian, crowd and evacuation dynamics is captured in its approximate
full scope and is analysed at various levels using scientometric indicators of its underlying …

Crowd scene understanding from video: a survey

JM Grant, PJ Flynn - ACM Transactions on Multimedia Computing …, 2017 - dl.acm.org
Crowd video analysis has applications in crowd management, public space design, and
visual surveillance. Example tasks potentially aided by automated analysis include anomaly …

LCS Tool: A computational platform for Lagrangian coherent structures

K Onu, F Huhn, G Haller - Journal of Computational Science, 2015 - Elsevier
We give an algorithmic introduction to Lagrangian coherent structures (LCSs) using a newly
developed computational engine, LCS Tool. LCSs are most repelling, attracting and …