Sailing Data Visualization in Augmented Reality: Systematic Review, Issues, and Perspectives

This article examines the impact of augmented reality (AR) visualizations on users’ sense of physical presence, knowledge gain, and perceptions of the authenticity of journalistic visuals. In a mixed experimental design, 79 participants were randomly assigned to view three The New York Times articles on a mobile phone featuring one of three viewing modalities: (1) AR visualizations, (2) interactive (non-AR) visualizations, or (3) non-interactive, static visualizations. AR induced a greater sense of physical presence compared to the other modalities. The findings suggest that immersive properties of AR can contribute to journalism’s goal of engaging the audience. However, AR was not a superior medium for informing the participants, and the viewing modality did not have an effect on the perceived authenticity of the visuals. The findings indicate a need for more efficient ways to relay information through journalistic AR visualizations while keeping the user engaged in an immersive experience.

As commodity virtual reality and augmented reality hardware becomes more accessible, the opportunity to use these systems for learning and training will increase. This study provides an exploratory look at performance differences for a simple memory matching task across four different technologies that could easily be used for learning and training. We compare time and number of attempts to successfully complete a memory matching game across virtual reality, augmented reality, a large touchscreen table-top display and a real environment. The results indicate that participants took more time to complete the task in both the augmented reality and real conditions. Augmented reality and real environments were statistically different than the fastest two conditions, which occurred in the virtual reality and table-top touch display conditions.

Team communication is crucial in multi-domain operations (MDOs) that require teammates to collaborate on complex tasks synchronously in dynamic unknown environments. In order to enable effective communication in human-robot teams, the human teammate must have an intuitive interface that supports and satisfies the time-sensitive nature of the task for communicating information to and from their robot teammate. Augmented Reality (AR) technologies can provide just such an interface by providing a medium for both active and passive robot communication. In this paper we propose a new Virtual Reality (VR) based framework for authoring AR visualizations, and demonstrate the use of this framework to produce AR visualizations that help facilitate high task performance in synchronized, time-dominant human-robot teaming. In this paper we propose a new framework that uses a virtual reality (VR) simulation environment for developing AR strategies as well as present a AR solution for maximizing task performance in synchronized, time-dominant human-robot teaming. The framework utilizes a Unity-based VR simulator that is run from the first person point of view of the human teammate and overlays AR features to virtually imitate the use of an AR headset in human-robot teaming scenarios. Then, we introduce novel AR visualizations that support strategic communication within teams by collecting information from each teammate and presenting it to the other in order to influence their decision making. Our proposed design framework and AR solution has the potential to impact any domain in which humans conduct synchronized multi-domain operations alongside autonomous robots in austere environments, including search and rescue, environmental monitoring, and homeland defense.

Software visualization is an ongoing research area with the goal to make software systems more tangible. In this paper we present our visualization system that allows visual analysis of graph structures representing software systems in both virtual and augmented reality. The provided visual analysis process is demonstrated on two existing software systems. We propose the transition towards visualization in augmented reality and we present developed interaction techniques to explore and examine software visualizations in augmented reality.

AR/VR assisted integrated framework of autonomous disassembly system for industrial products

Virtual Reality (VR) and Augmented Reality (AR) technologies have emerged as powerful tools with the potential to revolutionize the field of education. This study provides an overview of the impact of VR and AR in education, drawing from existing research and analytical applications. The impact of VR in education is evident in its ability to create immersive and engaging learning experiences. Students can be transported to virtual environments that facilitate experiential learning, from exploring historical landmarks to simulating complex scientific experiments. The result is enhanced student engagement, improved retention of knowledge, and the development of practical skills. AR, on the other hand, overlays digital information onto the real world, enriching traditional educational materials. Interactive textbooks and guided field trips using AR provide students with dynamic and context-rich learning experiences. Language learners benefit from instant translations and pronunciation guides, while complex data becomes tangible through AR visualizations. Both VR and AR contribute to the promotion of collaborative learning, enabling students and educators to interact in virtual environments. These technologies offer new opportunities for special needs education, as they can be customized to cater to the unique requirements of individual learners. The adoption of VR and AR in education comes with challenges, including cost considerations, the need for suitable technical infrastructure, content development complexities, and the necessity to address safety concerns. Integrating VR and AR into the existing curriculum and ensuring alignment with educational objectives are also ongoing challenges. The study aim is to analyse the impact of VR and AR in education.

The relentless growth of the global population, compounded by the adversities posed by climate change, has triggered an unprecedented demand for sustenance. This burgeoning need places an imperative on the agricultural sector to adopt practices that are both sustainable and efficient. Traditional farming methods, marked by inefficiencies and environmental ramifications, prove inadequate in meeting this escalating demand. Inresponse, precision farming emerges as a transformative solution, centering on data-driven decision-making and the optimization of resources. This groundbreaking whitepaper meticulously navigates the intersection of precision farming and augmented reality (AR) technology, showcasing a paradigm shift in agriculturalpractices. AR, a revolutionary tool overlaying digital insights onto the physical world,empowers farmers with real-time information on soil conditions, crop health, and moisture Levels. Harnessing AR's capabilities, farmers gain unprecedented control over irrigation and fertilizer applications, minimizing waste while maximizing yields. The paper dives deep into the modern challenges of agriculture, articulates the substantial benefits of precision farming, and underscores AR's transformative potential in surmounting these challenges. Precision farming, elucidated as the fusion of technology to gather and analyze data on parameters like soil moisture and weather conditions, is detailed with utmost clarity. In contrast to the antiquated one-size-fits-all approach of traditional farming, precision farming, facilitated by real-time data and analytics, enables bespoke crop management. This optimization minimizes resource usage, curtails waste, and augments productivity to Unparalleled levels. The whitepaper seamlessly dissects precision farming into two indispensable components:data capture and data visualization. The Internet of Things (IoT) emerges as the linchpin for data capture, employing sensors that collect real-time data transmitted to a centralized platform for astute analysis. Concurrently, AR, the second component, emerges as the pivotal interface, empowering farmers to seamlessly visualize and interpret data for judicious decision-making. In the current corporate panorama, stalwarts like Augmenta and Grow Glide, coupled with potential contributors like Rams Creative Technologies Pvt. Ltd. and emerging entities likeInfosys Limited, stand as vanguards propelling technological advancements to bolster precision farming. However, the potential for widespread AR adoption in precision farming faces impediments. Concerns regarding the safety and health risks associated with AR hardware, coupled with formidable development costs, and a prevailing lack of awareness pose substantial challenges.

Digital transformation has become a buzzword across many industries, and the dental field is no exception. Based on electronic health data, digital transformation is acknowledged as one of the biggest game-changers of the twenty-first century, tackling both current and future challenges in dental and oral healthcare. A novel method for addressing today’s major healthcare issues, such as an ageing population with a higher incidence of chronic diseases and higher lifetime treatment costs, is offered by the utilization of digital tools and apps. Health care providers may improve patient satisfaction, develop loyalty and trust, and streamline operations with the aid of digitalization. The trend of digitalization has also been influenced and nurtured by the social and cultural habits of civilised society in industrialised nations. These behaviours include urbanism, centralization, mobility, and constant accessibility through the use of smartphones, tablets, and the internet of things (IoT). In order to ensure transparency for all parties involved—including patients, healthcare providers, universities and research institutions, the medtech industry, insurance, the public media, and state policy— digital dentistry necessitates managing expectations in a more pragmatic and realistic manner. It is not to be construed that digital smart data technology will eventually take the place of people who can provide dental competence and patient empathy. The dental team in charge of digital applications is still crucial to patient care and will always be so. Many difficulties arise in the process of gathering, storing, and analysing digital biological patient data. Safeguarding patient data for optimal safety requires not just technical considerations for managing massive volumes of data, but also adherence to globally established norms and ethical guidelines.1 There are four main categories that best describe the advantages of digital dental technologies in Prosthodontics. The first and foremost is improved communication. Dental laboratory staff, patients, dentists, and other stakeholders may all communicate clearly with the help of computerized patient records. Furthermore, digital radiographs and pictures depicting intraoral conditions improve the information exchange between medical professionals and patients. One of the main benefits of integrated electronic patient records is error-free, real-time communication. Enhanced record keeping, data fidelity, workflow efficiency, and therapeutic outcomes are among the benefits of increased quality. Real-time clinical improvement is made possible by intraoral scanning of tooth preparations that are examined in highly contrasted, magnified fields on a computer screen while the patient is in direct view. Data archiving for specific patients is the third benefit. The following are some benefits of using 3-D archived diagnostic casts: a) long-lasting images without causing damage or loss to the original casts; b) allowing the images to be interfaced with other images for analysis using cutting-edge analytical and design tools; c) removing human error; and d) reduced costs for storage. The fourth and most significant advantage of digital technology in Prosthodontics is its favourable effect on patient satisfaction. More advanced treatment plans are driven by the enhanced diagnostic data. Several factors, such as time constraints, IT support costs, a lack of basic computer skills, disruptions to workflow, privacy and security concerns, interprofessional and intersystem connections, and technical and expert support, are impeding the adoption of digital technology in Prosthodontics.2,3 Several digital processes for production processing in Prosthodontics have already been incorporated into treatment procedures, particularly in the quickly expanding fields of rapid prototyping (RP) and computer-aided design/computer-aided manufacture (CAD/ CAM). Artificial intelligence (AI) and machine learning (ML) have created new opportunities for automated processing in radiological imaging. Furthermore, the technology underlying the superimposition of various imaging files to create virtual dentistry patients and non-invasive simulations comparing various outcomes before any clinical intervention is known as augmented and virtual reality, or AR/VR. These exciting new technologies—whose potential applications are still up in the air—have been made conceivable by increased IT capability.1,2,3 The process of rapidly and autonomously creating three-dimensional (3D) models of a finished product or a component of a whole using 3D printers is known as rapid prototyping. Complex 3D geometries can be produced at a reasonable cost with minimal material waste, thanks to the additive manufacturing technique. The workpiece is virtually sliced into multiple two dimensional layers. The tool-path is then generated by the AM machine in both the x and y dimensions. A three-dimensional component is formed by sequentially depositing each material layer on top of the other. The foundation of this novel approach is the slicing of a three-dimensional CAD model into numerous thin layers, which are then built one after the other by manufacturing machinery using the geometric data. Dental technology can benefit greatly from RP’s mass manufacture of dental models and its ability to fabricate implant surgical guides. Large-scale, simultaneous production in a repeatable, standardized manner is highly advantageous from an economic perspective.4 Augmented reality, or AR, is an interactive technology that uses computer-animated perceptual data to enhance a real-world experience. Stated differently, augmented reality is the addition of virtual content to the physical world. Usually, it involves superimposing extra digital data on real-time pictures or movies. In contrast, virtual reality relies solely on artificial, non-reality-connected computerized settings. Every imaginable form of sensation, primarily visual, aural, and haptic, can be employed alone or in any combination, depending on the technique. In addition to several fascinating advancements for patients and healthcare professionals, AR/VR technologies are currently finding a growing number of applications in the field of Prosthodontics as a whole.5,6 Artificial Intelligence has come a long way in the last ten years. The field of Prosthodontics is about to benefit from the most intriguing AI applications that are just around the corner. Though AI is developing quickly, it will never be able to fully replace human intelligence, skill, or capacity to make decisions. Artificial Intelligence (AI) in prosthodontics is growing exponentially. The implementation’s results are on par with, and sometimes even better than, those of humans. AI can be seen as a potential tool in every area, including the identification of marginal lines, the classification of denture fixtures and maxillofacial prosthesis, and the reduction of human error in implant cementation. Furthermore, AI cannot take the role of human knowledge, skill, or treatment planning; it can only support clinicians in carrying out their responsibilities in a professional manner. AI is generally recognized as a great tool for Prosthodontists, despite the fact that there are still obstacles to be addressed, including data collection, interpretation, computing power, and ethical issues. With careful design and long-term clinical validation, AI can be transparent, unbiased, repeatable, and user-friendly.7,8 Future research should emphasize the connection between oral and general health in order to concentrate on patient-centered outcomes and personalized therapy. Research in Prosthodontics ought to be useful to society in this context. It shouldn’t only produce papers for scientific journals; instead, it should aim to improve clinical protocols. Research and development in material science and related technical applications aim to preserve tooth structures with early diagnosis, repair of dental conditions to attain aesthetics, function with high degree of predictability, along with fewer appointments. Digital technology has a significant impact on patient motivation, clinical aspects, laboratory procedures, student training, practice management, and research.

Purpose: This study investigates the transformative role of augmented reality (AR) and virtual reality (VR) technologies in e-commerce and digital marketing. It aims to understand how these immersive technologies enhance consumer experiences by addressing challenges such as product visualization, consumer trust, and engagement while fostering higher purchase intent and customer satisfaction. Design/Method/Approach: A systematic literature review synthesizes findings from empirical and theoretical studies published between 2011 and 2024. The methodologies analyzed include experimental designs, market analyses, and conceptual frameworks assessing the integration of AR and VR technologies in online retail. Findings: The findings indicate that AR enhances online shopping through features such as virtual try-ons and spatial placement visualization, reducing return rates and increasing purchase confidence. VR, on the other hand, provides immersive environments that simulate physical shopping experiences, strengthening consumer-brand connections. While AR demonstrates broader applicability in fostering interactive and personalized experiences, VR remains limited by accessibility and cost constraints. Both technologies exhibit immediate costs but offer long-term benefits, positively influencing conversion rates and customer loyalty. Theoretical Implications: This study contributes to consumer behavior research by applying value perception models, immersive technology frameworks, and engagement metrics to the e-commerce landscape. It refines existing theoretical perspectives on technological adoption by highlighting the interplay between sensory engagement, emotional connection, and consumer decision-making. Practical Implications: The research underscores the strategic importance of integrating AR and VR into digital marketing and e-commerce platforms. It suggests leveraging AR for product categories requiring spatial interaction and using VR for high-detail product exploration. The study provides actionable insights for businesses looking to enhance online shopping experiences through immersive technologies. Originality/Value: This study offers a comprehensive synthesis of AR and VR applications in e-commerce, highlighting their potential to reshape online shopping. By bridging the gap between physical and digital retail experiences, it provides a fresh perspective on how immersive technologies can drive engagement, accessibility, and personalized consumer interactions. Research Limitations/Future Research: While this study synthesizes existing literature, empirical validation through longitudinal studies and cross-industry applications is necessary. Future research should explore the long-term effects of AR and VR adoption on consumer trust, loyalty, and behavioral changes. Additionally, further exploration is encouraged into gamification, artificial intelligence (AI) integration, and demographic-specific implementations to drive sustainable engagement.

This work provides an overview of three prototype augmented reality (AR) applications developed for the Microsoft HoloLens with the intention of exploring the strengths and weaknesses of AR for supporting planning and decision making–specifically, within the domain of US Army Mission Command and Battle Management Command and Control (BMC2) execution. We present each prototype application accompanied by the target audience from whom we sought feedback, key features of the application, and technical goals we hoped to achieve, demonstrate, and evaluate. Findings with respect to AR strengths and weaknesses, framed around the technical goals of each of the AR applications, are then presented to begin to shed light on limitations and opportunities of the state-of-the-art in AR hardware, and the potential to support Mission Command and BMC2 stakeholders. This material is based upon work supported by the Communications-Electronics Research, Development and Engineering Center (CERDEC) under Contract No. W56KGU-18-C-0002. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of CERDEC.

For the past two decades, medical Augmented Reality visualization has been researched and prototype systems have been tested in laboratory setups and limited clinical trials. Up to our knowledge, until now, no commercial system incorporating Augmented Reality visualization has been developed and used routinely within the real-life surgical environment. In this paper, we are reporting on observations and analysis concerning the usage of a commercially developed and clinically approved Freehand SPECT system, which incorporates monitor-based Mixed Reality visualization, during real-life surgeries. The workflow-based analysis we present is focused on an atomic sub-task of sentinel lymph node biopsy. We analyzed the usage of the Augmented and Virtual Reality visualization modes by the surgical team, while leaving the staff completely uninfluenced and unbiased in order to capture the natural interaction with the system. We report on our observations in over 100 Freehand SPECT acquisitions within different phases of 52 surgeries.

For the past two decades, medical Augmented Reality visualization has been researched and prototype systems have been tested in laboratory setups and limited clinical trials. Up to our knowledge, until now, no commercial system incorporating Augmented Reality visualization has been developed and used routinely within the real-life surgical environment. In this paper, we are reporting on observations and analysis concerning the usage of a commercially developed and clinically approved Freehand SPECT system, which incorporates monitor-based Mixed Reality visualization, during real-life surgeries. The workflow-based analysis we present is focused on an atomic sub-task of sentinel lymph node biopsy. We analyzed the usage of the Augmented and Virtual Reality visualization modes by the surgical team, while leaving the staff completely uninfluenced and unbiased in order to capture the natural interaction with the system. We report on our observations in over 100 Freehand SPECT acquisitions within different phases of 52 surgeries.

The purpose of this article is to propose a View Sharing Augmented Reality (AR) interface aimed at improving situation awareness (SA) during military operations. Battlefield Augmented Reality System (BARS), a mobile AR system, supports real-time battlefield situation awareness (SA) for mission execution through collaborative information sharing. Video-based View Sharing AR interface that provides the perspective of team members located remotely can enhance team-level SA. However, instances have been identified where providing the perspective of team members moving in directions different from the user’s path can lead to user confusion and have a negative impact on mission execution. In this study, we investigate the influence on SA when presenting the perspective of team members with different path direction through a View Sharing AR interface and to examine the impact of visual AR cues supporting spatial awareness on SA improvement. The study was designed to experience the View Sharing AR interface in a virtual reality (VR) environment using the Unity3D game engine. The experiments involved performing tasks to suppress enemies with three different path direction variances in perspective provision and receiving support from four visual AR cues. SA was measured through SA Global Assessment Technique (SAGAT) and Performance measurement. The research findings indicate that differences in path direction negatively affected SA, with the lowest SA observed when the path difference was 90°. Furthermore, visual AR cues, when providing Tramline cues, demonstrated the highest SA, showing interaction effects with path direction differences.

Image-guided surgery (IGS) has allowed for more minimally invasive procedures, leading to better patient outcomes, reduced risk of infection, less pain, shorter hospital stays and faster recoveries. One drawback that has emerged with IGS is that the surgeon must shift their attention from the patient to the monitor for guidance. Yet both cognitive and motor tasks are negatively affected with attention shifts. Augmented reality (AR), which merges the realworld surgical scene with preoperative virtual patient images and plans, has been proposed as a solution to this drawback. In this work, we studied the impact of two different types of AR IGS set-ups (mobile AR and desktop AR) and traditional navigation on attention shifts for the specific task of craniotomy planning. We found a significant difference in terms of the time taken to perform the task and attention shifts between traditional navigation, but no significant difference between the different AR set-ups. With mobile AR, however, users felt that the system was easier to use and that their performance was better. These results suggest that regardless of where the AR visualisation is shown to the surgeon, AR may reduce attention shifts, leading to more streamlined and focused procedures.

Augmented reality visualization of biomechanical wall stresses on abdominal aortic aneurysms using artificial intelligence