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278 Results Found

  • Article
  • Open Access
9 Citations
3,516 Views
15 Pages

Research on Path Planning Algorithm for Crowd Evacuation

  • Zhenfei Wang,
  • Chuchu Zhang,
  • Junfeng Wang,
  • Zhiyun Zheng and
  • Lun Li

24 July 2021

In recent years, crowded stampede incidents have occurred frequently, resulting in more and more serious losses. The common cause of such incidents is that when large-scale populations gather in a limited area, the population is highly unstable. In e...

  • Article
  • Open Access
6 Citations
3,956 Views
18 Pages

Crowd Evacuation in Hajj Stoning Area: Planning through Modeling and Simulation

  • Heba Kurdi,
  • Amal Alzuhair,
  • Dana Alotaibi,
  • Hesah Alsweed and ,
  • Noor Almoqayyad,
  • Razan Albaqami,
  • Alhanoof Althnian,
  • Najla Alnabhan and
  • A. B. M. Alim Al Islam
  • + 4 authors+ 0 author

17 February 2022

Pilgrimage is one of the largest mass gatherings, where millions of Muslims gather annually from all over the world to perform Hajj. The stoning ritual during Hajj has been historically vulnerable to serious disasters that often cause severe impacts...

(This article belongs to the Special Issue Sustainable Religious Tourism)
  • Article
  • Open Access
6 Citations
3,475 Views
29 Pages

4 December 2020

With the rapid development of LBSs (location-based services) in recent years, researchers have increasingly taken an interest in trying to make travel routes more practicable and individualized. Despite the fact that many studies have been conducted...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
8 Citations
4,489 Views
31 Pages

5 March 2022

Crowdsourcing has become an important tool for gathering knowledge for urban planning problems. The questions posted to the crowd for urban planning problems are quite different from the traditional crowdsourcing models. Unlike the traditional crowds...

(This article belongs to the Special Issue Statistical Methods for Complex Systems)
  • Article
  • Open Access
1,497 Views
24 Pages

A Crowd Simulation Framework in Special Natural Environments

  • Xunjin Zou,
  • Yunqing Ye,
  • Tianxia Feng and
  • Zhenming Zhu

4 January 2026

This study introduces a novel crowd simulation framework tailored for special natural environments, such as earthquakes, landslides, and hunting scenarios. The framework integrates continuous dynamics with agent-based mechanisms to model diverse biol...

  • Article
  • Open Access
4 Citations
2,624 Views
24 Pages

24 June 2024

Roads play a crucial role in urban transportation by facilitating the movement of materials within a city. The condition of road surfaces, such as damage and road facilities, directly affects traffic flow and influences decisions related to urban tra...

(This article belongs to the Topic Smartphone Positioning, Navigation and Timing: Advances and Challenges)
  • Article
  • Open Access
7 Citations
3,827 Views
14 Pages

Emergency Planning for UAV-Controlled Crowd Evacuations

  • Afnan Alhindi,
  • Deem Alyami,
  • Aziza Alsubki,
  • Razan Almousa and ,
  • Najla Al Nabhan,
  • A. B. M. Alim Al Islam and
  • Heba Kurdi
  • + 2 authors+ 0 author

27 September 2021

One of the most challenging problems during disasters involving crowds is pedestrian evacuation. It is very important in such situations to improve survival rates by getting all or most of the people out in the shortest possible time. Technological i...

(This article belongs to the Special Issue Recent Advances in Unmanned Aerial Vehicles)
  • Article
  • Open Access
5 Citations
10,553 Views
15 Pages

Human Geomatics in Urban Design—Two Case Studies

  • Małgorzata Hanzl,
  • Karol Dzik,
  • Paulina Kowalczyk,
  • Krystian Kwieciński and ,
  • Ewa Stankiewicz and
  • Agata Ł. Wierzbicka
  • + 1 author+ 0 author

22 March 2012

The mapping of different aspects of urban phenomena and their relation to the physical cityscape has been greatly extended by the use of geomatics. The tradition to base reasoning on ‘understanding the world’ dates from the time of Aristotle. The ext...

(This article belongs to the Special Issue NeoGeography and WikiPlanning)
  • Article
  • Open Access
1,342 Views
21 Pages

Visitor Typologies for Micro-Zoning in Forest Recreation Sites

  • Eran Ketter,
  • Yaara Spiegel and
  • Noga Collins-Kreiner

21 March 2026

Forest recreation sites provide accessible settings for everyday leisure while accommodating multiple, and often competing, uses, making zoning both a central planning challenge and solution. This study advances micro-zoning as a novel, site-scale ex...

(This article belongs to the Special Issue Tourism Spatial Planning Across Rural–Urban Landscapes: Integrating Economic Growth, Heritage Conservation, and Ecosystem Services)
  • Article
  • Open Access
34 Citations
4,659 Views
22 Pages

13 December 2019

With the development of distributed generation technology, the problem of distributed generation (DG) planning become one of the important subjects. This paper proposes an Improved non-dominated sorting genetic algorithm-II (INSGA-II) for solving the...

(This article belongs to the Special Issue Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes)
  • Article
  • Open Access
31 Citations
6,004 Views
17 Pages

A Virtual Reality Simulation Method for Crowd Evacuation in a Multiexit Indoor Fire Environment

  • Yukun Guo,
  • Jun Zhu,
  • Yu Wang,
  • Jinchuan Chai and ,
  • Weilian Li,
  • Lin Fu,
  • Bingli Xu and
  • Yuhang Gong
  • + 3 authors+ 0 author

Evacuation simulations in virtual indoor fire scenes hold great significance for public safety. However, existing evacuation simulation methods are inefficient and provide poor visualized when applied to virtual reality (VR) simulations. Additionally...

  • Article
  • Open Access
5 Citations
1,417 Views
16 Pages

Research on UAV Autonomous Trajectory Planning Based on Prediction Information in Crowded Unknown Dynamic Environments

  • Jianing Tang,
  • Songyan Yang,
  • Shijie Chen,
  • Qiao Li and ,
  • Qian Yin and
  • Sida Zhou
  • + 1 author+ 0 author

2 December 2025

When unmanned aerial vehicles (UAVs) operate autonomously in ultra-low-altitude environments, they encounter complex dynamic obstacles in the form of dense crowds. The high uncertainty and complex interactions in crowd movement pose significant chall...

(This article belongs to the Section Navigation and Positioning)
  • Article
  • Open Access
3 Citations
6,135 Views
16 Pages

Crowd Control, Planning, and Prediction Using Sentiment Analysis: An Alert System for City Authorities

  • Tariq Malik,
  • Najma Hanif,
  • Ahsen Tahir,
  • Safeer Abbas and ,
  • Muhammad Shoaib Hanif,
  • Faiza Tariq,
  • Shuja Ansari,
  • Qammer Hussain Abbasi and
  • Muhammad Ali Imran
  • + 4 authors+ 0 author

26 January 2023

Modern means of communication, economic crises, and political decisions play imperative roles in reshaping political and administrative systems throughout the world. Twitter, a micro-blogging website, has gained paramount importance in terms of publi...

(This article belongs to the Special Issue Application of Machine Learning in Text Mining)
  • Article
  • Open Access
49 Citations
5,620 Views
15 Pages

4 October 2019

The progress in the research of various areas of robotics, artificial intelligence, and other similar scientific disciplines enabled the application of multi-robot systems in different complex environments and situations. It is necessary to elaborate...

(This article belongs to the Special Issue Multi-Criteria Decision-Making Techniques for Improvement Sustainability Engineering Processes)
  • Review
  • Open Access
13 Citations
4,933 Views
25 Pages

Data Assimilation for Agent-Based Models

  • Amir Ghorbani,
  • Vahid Ghorbani,
  • Morteza Nazari-Heris and
  • Somayeh Asadi

15 October 2023

This article presents a comprehensive review of the existing literature on the topic of data assimilation for agent-based models, with a specific emphasis on pedestrians and passengers within the context of transportation systems. This work highlight...

(This article belongs to the Special Issue Advances in Complex Systems and Evolutionary Game Theory)
  • Article
  • Open Access
36 Citations
6,881 Views
24 Pages

Personalized Route Planning System Based on Driver Preference

  • Ren Wang,
  • Mengchu Zhou,
  • Kaizhou Gao,
  • Ahmed Alabdulwahab and
  • Muhyaddin J. Rawa

21 December 2021

At present, most popular route navigation systems only use a few sensed or measured attributes to recommend a route. Yet the optimal route considered by drivers needs be based on multiple objectives and multiple attributes. As a result, these existin...

(This article belongs to the Section Vehicular Sensing)
  • Article
  • Open Access
118 Citations
29,201 Views
15 Pages

28 June 2020

The new coronavirus disease (COVID-19) emerged in December 2019 and became a global pandemic in March 2020. The unprecedented speed of SARS-CoV2 spread, the high infection rate among the aged population, and the collapse of healthcare systems in seve...

  • Article
  • Open Access
35 Citations
6,045 Views
15 Pages

19 February 2021

The emergency evacuation route planning of cruise ships directly affects the safety of all crew members and passengers during emergencies. Research on the planning of emergency evacuation routes for cruise ships is a frontier subject of maritime safe...

(This article belongs to the Special Issue Advances in Maritime Safety)
  • Article
  • Open Access
15 Citations
4,109 Views
16 Pages

17 August 2022

In the crowd navigation, reinforcement learning based on graph neural network is a promising method, which effectively solves the poor navigation effect based on social interaction model and the freezing behavior of robot in extreme cases. However, s...

(This article belongs to the Special Issue Mobile Robotics: Mathematics, Models and Methods)
  • Review
  • Open Access
31 Citations
5,772 Views
20 Pages

Comparison of Main Approaches for Extracting Behavior Features from Crowd Flow Analysis

  • Zeinab Ebrahimpour,
  • Wanggen Wan,
  • Ofelia Cervantes,
  • Tianhang Luo and
  • Hidayat Ullah

Extracting features from crowd flow analysis has become an important research challenge due to its social cost and the impact of inadequate planning of high-quality services and security monitoring on the lives of citizens. This paper descriptively r...

(This article belongs to the Special Issue Data Mining and Feature Extraction from Satellite Images and Point Cloud Data)
  • Article
  • Open Access
21 Citations
9,053 Views
17 Pages

Sensing and Forecasting Crowd Distribution in Smart Cities: Potentials and Approaches

  • Alket Cecaj,
  • Marco Lippi,
  • Marco Mamei and
  • Franco Zambonelli

8 January 2021

The possibility of sensing and predicting the movements of crowds in modern cities is of fundamental importance for improving urban planning, urban mobility, urban safety, and tourism activities. However, it also introduces several challenges at the...

  • Review
  • Open Access
24 Citations
6,775 Views
29 Pages

Crowdsourcing as a Tool for Urban Emergency Management: Lessons from the Literature and Typology

  • Ramon Chaves,
  • Daniel Schneider,
  • António Correia,
  • Claudia L. R. Motta and
  • Marcos R. S. Borges

28 November 2019

Recently, citizen involvement has been increasingly used in urban disaster prevention and management, taking advantage of new ubiquitous and collaborative technologies. This scenario has created a unique opportunity to leverage the work of crowds of...

(This article belongs to the Special Issue Collaborative Sensor Networks and Advanced Data Analytics for Urban Emergencies and Disaster Relief Efforts)
  • Article
  • Open Access
25 Citations
8,900 Views
21 Pages

Robot Navigation Based on Human Trajectory Prediction and Multiple Travel Modes

  • Zhixian Chen,
  • Chao Song,
  • Yuanyuan Yang,
  • Baoliang Zhao and ,
  • Ying Hu,
  • Shoubin Liu and
  • Jianwei Zhang
  • + 2 authors+ 0 author

9 November 2018

For a mobile robot, navigation skills that are safe, efficient, and socially compliant in crowded, dynamic environments are essential. This is a particularly challenging problem as it requires the robot to accurately predict pedestrians’ moveme...

(This article belongs to the Special Issue Human Friendly Robotics)
  • Article
  • Open Access
2 Citations
2,741 Views
28 Pages

Exploring Urbanization Strategies by Dissecting Aggregate Crowd Behaviors: A Case Study in China

  • Yanbin Li,
  • Xingyao Song,
  • Leilei Sun,
  • Castiel Chen Zhuang and ,
  • Jiayi Liu and
  • Meng Yang
  • + 1 author+ 0 author

30 October 2024

Town development, a crucial stage of urbanization, has been increasingly prioritized in recent sustainable socio-economic growth strategies. Vitality, especially the one measured by aggregate crowd behaviors, is widely recognized as a crucial develop...

  • Article
  • Open Access
4 Citations
3,916 Views
13 Pages

MiCrowd: Vision-Based Deep Crowd Counting on MCU

  • Sungwook Son,
  • Ahreum Seo,
  • Gyeongseon Eo,
  • Kwangyeon Gill and ,
  • Taesik Gong and
  • Hyung-Sin Kim
  • + 1 author+ 0 author

29 March 2023

Microcontrollers (MCUs) have been deployed on numerous IoT devices due to their compact sizes and low costs. MCUs are capable of capturing sensor data and processing them. However, due to their low computational power, applications processing sensor...

(This article belongs to the Section Industrial Sensors)
  • Article
  • Open Access
8 Citations
4,971 Views
15 Pages

26 April 2022

Managing citizen and community safety is one of the most essential services that future cities will require. Crowd analysis and monitoring are also a high priority in the current COVID-19 pandemic scenario, especially because large-scale gatherings c...

(This article belongs to the Special Issue Big Data Analytics in Internet of Things Environment)
  • Article
  • Open Access
8 Citations
3,443 Views
23 Pages

14 December 2023

Crowd activity is an important indicator of commercial streets’ attractiveness and developmental potential. The development of positioning technologies such as GPS and mobile signal tracking has provided a large amount of trajectory data for st...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
16 Citations
6,962 Views
21 Pages

10 March 2023

Crowd congestion is one of the main causes of modern public safety issues such as stampedes. Conventional crowd congestion monitoring using closed-circuit television (CCTV) video surveillance relies on manual observation, which is tedious and often e...

(This article belongs to the Special Issue Recent Advances in Algorithms for Computer Vision Applications)
  • Article
  • Open Access
25 Citations
9,681 Views
25 Pages

20 November 2023

The improvement of urban congestion and the mood of the populace is vital for achieving the United Nations Sustainable Development Goals. This paper aims to test the hypothesis that crowding in urban micro public spaces (UMPSs) affects emotions, and...

  • Review
  • Open Access
16 Citations
4,405 Views
17 Pages

Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review

  • Khouloud Ben Ali Hassen,
  • José J. M. Machado and
  • João Manuel R. S. Tavares

15 July 2022

The crowd counting task has become a pillar for crowd control as it provides information concerning the number of people in a scene. It is helpful in many scenarios such as video surveillance, public safety, and future event planning. To solve such t...

(This article belongs to the Special Issue Sensing Technologies for Image/Video Analysis)
  • Proceeding Paper
  • Open Access
2 Citations
4,192 Views
10 Pages

11 February 2025

In recent years, with the rise of smart education, crowd counting technology has garnered increasing attention for its applications in educational environments. During epidemic outbreaks, ensuring the accurate monitoring of student density in classro...

(This article belongs to the Proceedings of The 1st International Conference on AI Sensors & the 10th International Symposium on Sensor Science)
  • Review
  • Open Access
30 Citations
9,846 Views
21 Pages

Automatically estimating the number of people in unconstrained scenes is a crucial yet challenging task in different real-world applications, including video surveillance, public safety, urban planning, and traffic monitoring. In addition, methods de...

  • Article
  • Open Access
14 Citations
3,534 Views
21 Pages

Exploring Crowd Travel Demands Based on the Characteristics of Spatiotemporal Interaction between Urban Functional Zones

  • Ju Peng,
  • Huimin Liu,
  • Jianbo Tang,
  • Cheng Peng and ,
  • Xuexi Yang,
  • Min Deng and
  • Yiyuan Xu
  • + 2 authors+ 0 author

As a hot research topic in urban geography, spatiotemporal interaction analysis has been used to detect the hotspot mobility patterns of crowds and urban structures based on the origin-destination (OD) flow data, which provide useful information for...

  • Article
  • Open Access
28 Citations
6,457 Views
21 Pages

Open public places, such as pedestrian streets, parks, and squares, are vulnerable when the pedestrians thronged into the sidewalks. The crowd count changes dynamically over time with various external factors, such as surroundings, weekends, and peak...

(This article belongs to the Special Issue Spatial Data Science and Artificial Intelligence for Human Mobility Research)
  • Article
  • Open Access
1 Citations
2,546 Views
34 Pages

Situationally Sensitive Path Planning

  • Paul M. Torrens,
  • Ryan Kim and
  • Kaishuu Shinozaki-Conefrey

26 June 2025

We examine how site-based path planning algorithms for enclosed spaces can be enhanced with situational detail. Addressing this question has led to value propositions in facility design, where there is often a call to match, map, and merge infrastruc...

(This article belongs to the Special Issue Algorithms for Smart Cities (2nd Edition))
  • Article
  • Open Access
13 Citations
4,017 Views
13 Pages

6 February 2023

Efficient navigation in a socially compliant manner is an important and challenging task for robots working in dynamic dense crowd environments. With the development of artificial intelligence, deep reinforcement learning techniques have been widely...

(This article belongs to the Special Issue Mobile Robots for Navigation)
  • Article
  • Open Access
220 Citations
22,410 Views
14 Pages

Urban Green Space Perception and Its Contribution to Well-Being

  • Gyula Kothencz,
  • Ronald Kolcsár,
  • Pablo Cabrera-Barona and
  • Péter Szilassi

Individual perceptions are essential when evaluating the well-being benefits from urban green spaces. This study predicted the influence of perceived green space characteristics in the city of Szeged, Hungary, on two well-being variables: the green s...

(This article belongs to the Special Issue Landscapes and Human Health)
  • Article
  • Open Access
1 Citations
745 Views
19 Pages

11 March 2026

As urbanization accelerates in China, the protection and renewal of historical and cultural districts have become key issues. The Beiyuanmen Historical and Cultural District in Xi’an, with its long history and cultural significance, is a prime...

(This article belongs to the Section Tourism, Culture, and Heritage)
  • Article
  • Open Access
36 Citations
22,579 Views
19 Pages

Saudi Arabia’s Management of the Hajj Season through Artificial Intelligence and Sustainability

  • Asma Abdulaziz Abdullah Abalkhail and
  • Sumiah Mashraf Abdullah Al Amri

29 October 2022

High-density gatherings have the potential to turn from a peaceful mass into a human disaster unless they are managed in an organized manner. Saudi Arabia’s Ministry of Hajj implemented an integrated system based on artificial intelligence. The...

(This article belongs to the Section Sustainability in Geographic Science)
  • Article
  • Open Access
20 Citations
11,983 Views
17 Pages

Crowdsourcing as a Tool for Knowledge Acquisition in Spatial Planning

  • Chrysaida-Aliki Papadopoulou and
  • Maria Giaoutzi

5 March 2014

The term “crowdsourcing” was initially introduced by Howe in his article “The Rise of Crowdsourcing” [1]. During the last few years, crowdsourcing has become popular among companies, institutions and universities, as a crowd-centered modern “tool” fo...

(This article belongs to the Special Issue NeoGeography and WikiPlanning 2014)
  • Article
  • Open Access
2 Citations
2,761 Views
15 Pages

People-oriented planning has become the mainstream of urban space design. As an important research object of urban space, the accessibility and service level of accessibility and service level of green space as important indicators to evaluate the le...

  • Article
  • Open Access
38 Citations
7,486 Views
20 Pages

Facility emergence evacuation is often a complicated process under extreme conditions. Most of the buildings today use pre-installed signages to guide the emergence evacuation. However, these guidances are sometimes insufficient or misleading, partic...

(This article belongs to the Section Construction Management, and Computers & Digitization)
  • Article
  • Open Access
15 Citations
8,439 Views
22 Pages

Design and Implementation of a Real-Time Crowd Monitoring System Based on Public Wi-Fi Infrastructure: A Case Study on the Sri Chiang Mai Smart City

  • Thalerngsak Wiangwiset,
  • Chayada Surawanitkun,
  • Wullapa Wongsinlatam,
  • Tawun Remsungnen and ,
  • Apirat Siritaratiwat,
  • Chavis Srichan,
  • Prachya Thepparat,
  • Weerasak Bunsuk,
  • Aekkaphan Kaewchan and
  • Ariya Namvong
  • + 5 authors+ 0 author

17 March 2023

The COVID-19 pandemic has caused significant changes in many aspects of daily life, including learning, working, and communicating. As countries aim to recover their economies, there is an increasing need for smart city solutions, such as crowd monit...

  • Article
  • Open Access
7 Citations
4,564 Views
9 Pages

8 April 2024

Background: Early mixed dentition represents a critical phase since crowding conditions can occur. The interceptive resolution of dental crowding allows favorable arch and occlusal development. The aim of the present investigation was to evaluate den...

(This article belongs to the Special Issue New Clinical Evidences in Pediatric Orthodontics and Pediatric Dentistry)
  • Article
  • Open Access
6 Citations
4,380 Views
14 Pages

8 April 2023

Environmental problems are often highly complex and demand a great amount of knowledge of the people tasked to solve them. Therefore, a dynamic polit-economic institutional framework is necessary in which people can adapt and learn from changing envi...

(This article belongs to the Special Issue The Future of Nature: Alternative Approaches to Sustainable Development)
  • Article
  • Open Access
12 Citations
3,587 Views
21 Pages

25 July 2023

The mining rope shovel (MRS) is one of the core pieces of equipment for open-pit mining, and is currently moving towards intelligent and unmanned transformation, replacing traditional manual operations with intelligent mining. Aiming at the demand fo...

(This article belongs to the Topic Vehicle Dynamics and Control)
  • Article
  • Open Access
91 Citations
16,641 Views
18 Pages

19 April 2012

Public urban green spaces play an important role in urban sustainability. These places should provide high-quality recreation experiences for the urban residents. However, they are often overused. The Wienerberg area in the south of Vienna, Austria,...

(This article belongs to the Special Issue Urban Regeneration and Sustainability)
  • Article
  • Open Access
52 Citations
2,443 Views
6 Pages

10 February 2009

The epidemiological data on the prevalence of malocclusion is an important determinant in planning appropriate levels of orthodontic services. The occurrence of occlusal anomalies varies between different countries, ethnic and age groups. The aim of...

  • Article
  • Open Access
7 Citations
3,601 Views
16 Pages

16 May 2022

Efficient and reliable path planning is crucial for smart ships when avoiding collisions with static and dynamic obstacles in complex marine environments. This research proposes a novel path planning method based on the fast marching method to specif...

(This article belongs to the Special Issue Advanced Marine Engineering and Technology: Sustainable and Smart Marine Engineering)
  • Article
  • Open Access
3 Citations
1,492 Views
29 Pages

MTP-STG: Spatio-Temporal Graph Transformer Networks for Multiple Future Trajectory Prediction in Crowds

  • Zichen Zhang,
  • Xingwen Cao,
  • Yi Song,
  • Wenjie Gong and ,
  • Liyu Zhang,
  • Yanzhen Zhang,
  • Yingxiang Li and
  • Haoran Zhang
  • + 3 authors+ 0 author

8 December 2025

Predicting multiple future pedestrian trajectories is a challenging task for real-world applications like autonomous driving and robotic motion planning. Existing methods primarily focus on immediate spatial interactions among pedestrians, often over...

(This article belongs to the Section Remote Sensors)

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