iMars: Intelligent Municipality Augmented Reality Service for Efficient Information Dissemination based on Deep Learning algorithm in Smart City of Jeddah

Basori, Ahmad Hoirul; Hamid, Ahmad Luqman bin Abdul; Mansur, Andi Besse Firdausiah; Yusof, Norazah

doi:10.1016/j.procs.2019.12.091

Cited by 12 publications

(7 citation statements)

References 8 publications

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“…This SLR identified two applications where this technology can be applied for smart cities. The first is the study of [ 26 ] that analyses the application of AR service for efficient information dissemination based on a deep learning algorithm for the smart city of Jeddah in Saudi Arabia. Their proposed framework uses the system architecture of the iMARS system that consists of user alerts, deep learning, databases, and municipality services.…”

Section: Resultsmentioning

confidence: 99%

“…The SLR also discovered that AR could be effectively used for system management and monitoring. Studies included in this research, including [ 8 , 26 , 27 , 28 , 29 , 30 ], which illustrated how AR could be applied in areas such as real-time information dissemination, smart traffic monitoring, rent management, emergency management, lighting system management, and energy management to eliminate bottlenecks associated in such systems, and in turn, improve efficiency and productivity while reducing costs. Similar studies have also been conducted in other contexts to complement studies included in this SLR.…”

Section: Discussionmentioning

confidence: 99%

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Augmented Reality (AR) and Cyber-Security for Smart Cities—A Systematic Literature Review

Alfouzan

2022

Sensors

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Augmented Reality (AR) and cyber-security technologies have existed for several decades, but their growth and progress in recent years have increased exponentially. The areas of application for these technologies are clearly heterogeneous, most especially in purchase and sales, production, tourism, education, as well as social interaction (games, entertainment, communication). Essentially, these technologies are recognized worldwide as some of the pillars of the new industrial revolution envisaged by the industry 4.0 international program, and are some of the leading technologies of the 21st century. The ability to provide users with required information about processes or procedures directly into the virtual environment is archetypally the fundamental factor in considering AR as an effective tool for different fields. However, the advancement in ICT has also brought about a variety of cybersecurity challenges, with a depth of evidence anticipating policy, architectural, design, and technical solutions in this very domain. The specific applications of AR and cybersecurity technologies have been described in detail in a variety of papers, which demonstrate their potential in diverse fields. In the context of smart cities, however, there is a dearth of sources describing their varied uses. Notably, a scholarly paper that consolidates research on AR and cybersecurity application in this context is markedly lacking. Therefore, this systematic review was designed to identify, describe, and synthesize research findings on the application of AR and cybersecurity for smart cities. The review study involves filtering information of their application in this setting from three key databases to answer the predefined research question. The keynote part of this paper provides an in-depth review of some of the most recent AR and cybersecurity applications for smart cities, emphasizing potential benefits, limitations, as well as open issues which could represent new challenges for the future. The main finding that we found is that there are five main categories of these applications for smart cities, which can be classified according to the main articles, such as tourism, monitoring, system management, education, and mobility. Compared with the general literature on smart cities, tourism, monitoring, and maintenance AR applications appear to attract more scholarly attention.

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Section: Resultsmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

Augmented Reality (AR) and Cyber-Security for Smart Cities—A Systematic Literature Review

Alfouzan

2022

Sensors

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“…Markerless systems, which do not require predefined markers for tracking, are more prominently represented in the literature, with 30 articles in total. Among them, 21 articles explore location-based systems (e.g., [45]), 8 delve into superimposition-based systems (e.g., [46]), and only 1 investigates projection-based systems [47]. Additionally, 9 articles examine hybrid systems that combine elements from both marker-based and marker-less approaches (e.g., [48]).…”

Section: Ar Systemsmentioning

confidence: 99%

From Earlier Exploration to Advanced Applications: Bibliometric and Systematic Review of Augmented Reality in the Tourism Industry (2002–2022)

Zaifri

Khalloufi

Kaghat

et al. 2023

MTI

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Augmented reality has emerged as a transformative technology, with the potential to revolutionize the tourism industry. Nonetheless, there is a scarcity of studies tracing the progression of AR and its application in tourism, from early exploration to recent advancements. This study aims to provide a comprehensive overview of the evolution, contexts, and design elements of AR in tourism over the period (2002–2022), offering insights for further progress in this domain. Employing a dual-method approach, a bibliometric analysis was conducted on 861 articles collected from the Scopus and Web of Science databases, to investigate the evolution of AR research over time and across countries, and to identify the main contexts of the utilization of AR in tourism. In the second part of our study, a systematic content analysis was conducted, focusing on a subset of 57 selected studies that specifically employed AR systems in various tourism situations. Through this analysis, the most commonly utilized AR design components, such as tracking systems, AR devices, tourism settings, and virtual content were summarized. Furthermore, we explored how these components were integrated to enhance the overall tourism experience. The findings reveal a growing trend in research production, led by Europe and Asia. Key contexts of AR applications in tourism encompass cultural heritage, mobile AR, and smart tourism, with emerging topics such as artificial intelligence (AI), big data, and COVID-19. Frequently used AR design components comprise mobile devices, marker-less tracking systems, outdoor environments, and visual overlays. Future research could involve optimizing AR experiences for users with disabilities, supporting multicultural experiences, integrating AI with big data, fostering sustainability, and remote virtual tourism. This study contributes to the ongoing discourse on the role of AR in shaping the future of tourism in the post COVID-19 era, by providing valuable insights for researchers, practitioners, and policymakers in the tourism industry.

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“…The marker is recognized through the camera of the smartphone and the digital augmentation is anchored on the marker as long as it is positioned in the field of view of the camera. This tracking method is easy to implement through native apps (Camera app) or via custom-build applications using AR development toolkits (Basori et al, 2019). Marker-based AR has high accuracy compared to other types of AR technology, particularly for indoor environments.…”

Section: Marker-based Armentioning

confidence: 99%

Better: Digital media can make tourism experiences at heritage destinations better

Garbani-Nerini¹

2022

Handbook on Heritage, Sustainable Tourism and Digital Media

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iMars: Intelligent Municipality Augmented Reality Service for Efficient Information Dissemination based on Deep Learning algorithm in Smart City of Jeddah

Cited by 12 publications

References 8 publications

Augmented Reality (AR) and Cyber-Security for Smart Cities—A Systematic Literature Review

Augmented Reality (AR) and Cyber-Security for Smart Cities—A Systematic Literature Review

From Earlier Exploration to Advanced Applications: Bibliometric and Systematic Review of Augmented Reality in the Tourism Industry (2002–2022)

Better: Digital media can make tourism experiences at heritage destinations better

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