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Everything about Crowd analysis
Crowd analysis is the practice of interpreting data on the natural movement of groups or objects. Masses of bodies, particularly humans, are the subjects of these crowd tracking analyses that include how a particular crowd moves and when a movement pattern changes. Researchers use the data to predict future crowd movement, crowd density, and plan responses to potential events such as those that require evacuation routes. Applications of crowd analysis can range from video game crowd simulation to security and surveillance. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Crowd analysisA 5-minute orientation
- Skim a recent paper: A Review of Deep Learning Techniques for Crowd Behavior AnalysisInfluential work since 2022
- Pick up a classic book: Forecasting financial marketsThe most-reprinted book on the subject
- Read the landmark paper: Crowd analysis: a surveyCited 455 times
- Go sideways: Crowd simulationA closely related topic
- Go sideways: Swarm intelligenceA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Crowd analysis: a survey
FROM CROWD DYNAMICS TO CROWD SAFETY: A VIDEO-BASED ANALYSIS
Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects
Crowd Analysis Using Computer Vision Techniques
Recent trends in crowd analysis: A review
A Data‐Driven Framework for Visual Crowd Analysis
Crowd explicit sentiment analysis
Unmanned Aerial Vehicles for Crowd Monitoring and Analysis
🆕 Influential since 2022
A Review of Deep Learning Techniques for Crowd Behavior Analysis
Crowd counting analysis using deep learning: a critical review
Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd
Scale-aware CNN for crowd density estimation and crowd behavior analysis
Crowd behavior detection: leveraging video swin transformer for crowd size and violence level analysis
📚 Books worth reading
Forecasting financial marketsTony Plummer · 1989
Crowds and public order policingIbrahim Cerrah · 1998- 📕Politics of Prison CrowdingSimone Santorso · 2023
Networks, crowds, and marketsDavid Easley · 2010
Human territorialityTorsten Malmberg · 1979
Poetry for studentsSara Constantakis · 2011
Modeling, Simulation and Visual Analysis of CrowdsSaad Ali, Ko Nishino · 2013- 📕Analysis of David Riesman's the Lonely CrowdJarrod Homer · 2017
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
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