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Mixed reality (MR) technology development is now gaining momentum due to advances in computer vision, sensor fusion, and realistic display technologies. With most of the research and development focused on delivering the promise of MR,…

Cryptography and Security · Computer Science 2020-06-11 Jaybie A. de Guzman , Kanchana Thilakarathna , Aruna Seneviratne

As Mixed Reality (MR) devices become increasingly popular across industries, they raise significant privacy and ethical concerns due to their capacity to collect extensive data on users and their environments. This paper highlights the…

Human-Computer Interaction · Computer Science 2024-09-04 Marvin Strauss , Viktorija Paneva , Florian Alt , Stefan Schneegass

Mixed Reality (MR) is becoming ubiquitous as it finds its applications in education, healthcare, and other sectors beyond leisure. While MR end devices, such as headsets, have low energy intensity, the total number of devices and resource…

Computers and Society · Computer Science 2024-09-13 Yasra Chandio , Noman Bashir , Tian Guo , Elsa Olivetti , Fatima Anwar

Collaborating across dissimilar, distributed spaces presents numerous challenges for computer-aided spatial communication. Mixed reality (MR) can blend selected surfaces, allowing collaborators to work in blended f-formations (facing…

Human-Computer Interaction · Computer Science 2024-05-13 Emily Wong , Juan Sánchez Esquivel , Jens Emil Grønbæk , Germán Leiva , Eduardo Velloso

Recent progress in mixed reality (MR) and robotics is enabling increasingly sophisticated forms of human-robot collaboration. Building on these developments, we introduce a novel MR framework that allows multiple quadruped robots to operate…

Human-Computer Interaction · Computer Science 2025-05-29 Tim Engelbracht , Petar Lukovic , Tjark Behrens , Kai Lascheit , René Zurbrügg , Marc Pollefeys , Hermann Blum , Zuria Bauer

Mixed Reality (MR) devices require a world with always-on sensors and real-time processing applied to their outputs. We have grappled with some of the ethical concerns presented by this scenario, such as bystander privacy issues with…

Human-Computer Interaction · Computer Science 2020-07-21 Diane Hosfelt , Nicole Shadowen

Mixed Reality (MR) devices are being increasingly adopted across a wide range of real-world applications, ranging from education and healthcare to remote work and entertainment. However, the unique immersive features of MR devices, such as…

Human-Computer Interaction · Computer Science 2025-01-29 Maha Sajid , Syed Ibrahim Mustafa Shah Bukhari , Bo Ji , Brendan David-John

Aerial robots have the potential to play a crucial role in assisting humans with complex and dangerous tasks. Nevertheless, the future industry demands innovative solutions to streamline the interaction process between humans and drones to…

Robotics · Computer Science 2024-04-09 Luca Morando , Giuseppe Loianno

This literature review investigates the transformative potential of mixed reality (MR) technology, where we explore the intersection of contemporary technological advancements, modern deep learning recommendation systems, and social…

Human-Computer Interaction · Computer Science 2024-04-29 Sparsh Srivastava

Virtual Reality (VR) and Augmented Reality (AR) tools have been applied in all engineering fields in order to avoid the use of physical prototypes, to train in high-risk situations, and to interpret real or simulated results. In order to…

Human-Computer Interaction · Computer Science 2025-01-17 Shahin Doroudian

The world is slowly moving towards everything being simulated digitally and virtually. Mixed Reality (MR) is the amalgam of the real world with virtual stimuli. It has great prospects in the future in terms of various applications…

Human-Computer Interaction · Computer Science 2023-09-06 Dipesh Gyawali

Spatial computing experiences are physically constrained by the geometry and semantics of the local user environment. This limitation is elevated in remote multi-user interaction scenarios, where finding a common virtual ground physically…

Human-Computer Interaction · Computer Science 2020-06-19 Mohammad Keshavarzi , Allen Y. Yang , Woojin Ko , Luisa Caldas

During collaboration in XR (eXtended Reality), users typically share and interact with virtual objects in a common, shared virtual environment. Specifically, collaboration among users in Mixed Reality (MR) requires knowing their position,…

Human-Computer Interaction · Computer Science 2023-10-10 Hung-Jui Guo , Omeed Eshaghi Ashtiani , Balakrishnan Prabhakaran

Advances in computer networks and rendering systems facilitate the creation of distributed collaborative environments in which the distribution of information at remote locations allows efficient communication. One of the challenges in…

Networking and Internet Architecture · Computer Science 2018-12-11 Felix G. Hamza-Lup , Jannick P. Rolland

Current research in Mixed Reality (MR) presents a wide range of novel use cases for blending virtual elements with the real world. This yet-to-be-ubiquitous technology challenges how users currently work and interact with digital content.…

Human-Computer Interaction · Computer Science 2024-04-08 Christopher Katins , Paweł W. Woźniak , Aodi Chen , Ihsan Tumay , Luu Viet Trinh Le , John Uschold , Thomas Kosch

This article investigates mixed reality (MR) to enhance human-robot collaboration (HRC). The proposed solution adopts MR as a communication layer to convey a mobile manipulator's intentions and upcoming actions to the humans with whom it…

Robotics · Computer Science 2024-09-05 Mohamad Shaaban , Simone Macci`o , Alessandro Carf`ı , Fulvio Mastrogiovanni

Mixed reality (MR) environments are bound to become ubiquitous as MR technology becomes lighter, higher resolution, more affordable, and overall becomes a seamless extension of our current work and living spaces. For research scientists and…

Human-Computer Interaction · Computer Science 2025-08-08 Sam Johnson-Lacoss , Santiago V. Lombeyda , S. George Djorgovski

Remote collaboration systems have become increasingly important in today's society, especially during times where physical distancing is advised. Industry, research and individuals face the challenging task of collaborating and networking…

Human-Computer Interaction · Computer Science 2021-02-12 Alexander Schäfer , Gerd Reis , Didier Stricker

Modern collaborative Mixed Reality (MR) systems continue to break the boundaries of conventional co-located and remote collaboration and communication. They merge physical and virtual worlds and enable natural interaction, opening up a…

Human-Computer Interaction · Computer Science 2024-09-10 Katja Krug , Julián Méndez , Weizhou Luo , Raimund Dachselt

Mobile video calls are widely used to share information about real-world objects and environments with remote collaborators. While these calls provide valuable visual context in real time, the experience of interacting with people and…

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