Juli 2011 Philipp Geitz-Manstein Arbeitsgruppe Computergra k Historie von Augmented Reality Anwendungen . SLAM system is known to run on mobile phones in sufficient speed. Enter the email address you signed up with and we'll email you a reset link. The history of augmented reality. INTRODUCTION Augmented r eality (AR) bridges the gap between the real world and the virtual world ± spatially and cognitively [1]. 's MARS system [25]. device equipped with a spaceball controller [, and mobile entertainment system that is built upon position. reality in the examples than develop by the authorss is in its use as a medium of learning the history of Indonesia, which Augmented Reality has never existed in Indonesia. The wireless network protocols 802.11a/802.11b, bitrates of 1 or 2 megabits per second (Mbit/s), plus forward error, ARQuake is a first-person perspective application which, is based on a 6DOF tracking system using GPS, a digital compass and vision-, puter system in a backpack, an HMD and a simple t, The game can be played in- or outdoors where the usual keyboard and mouse, in the real environment and using the simple input in, wireless video transmission to a host computer which is taking, the burden of computation off the mobile hardware platform, the visualization device over a separate analog c, erate within 300m outdoors and 30m indoors, and the batteries allow for an. W-7405-Eng-48. Also, the properties of AR contents and development environments were examined in detail. updated, and more recent work was added during preparation of this report. 4n) reaction have been measured using the recoil distance Doppler shift method with the New Yale Plunger Device (NYPD). Also, AR content development environments used in the researches are introduced and suggestions were made about different applications, software development environments, and hardware that can be used in the education of individuals with special needs. Results are presented of real-time localisation for a hand-waved camera with very sparse prior scene knowledge and all processing carried out on a desktop PC. ing zip code based location services (see Fig. This property of EBWs also makes them useful for diagnosing electron. The findings of the researches indicate that the use of AR as a learning material gives positive results in the education of individuals with special needs. This document summarizes the major milestones in mobile Augmented Reality Current velocity profiles complimented with CTD probing were recorded daily. D. Stricker, T. Gleue, I. T. Christou, R. Carlucci, panoramic mapping and tracking on mobile phones,” in, stieg, “Pose tracking from natural features on mobile phones,” in, ... An example of AR use is within journalism, with multiple publications aiming to focus on how AR can be used in journalism, culminating in a case study that examines AR through the lens of a documentary film created by the authors. A technique to estimate. A vertical shift of the thermocline was also observed as well as some other peculiarities. Augmented Reality technology allows tourists to jump back in time visually by using their Smartphones: Mixing Realities empha- sizes the user’s experience and leads his attention to the impressive historical architecture of the Art Nouveau. Augmented Reality is defined as the technology and methods that allow overlaying of real-world objects and environments with 3D virtual objects using an AR device, and to allow the virtual to interact with the real-world objects to create intended meanings. localization is performed using GPS. AR can also be translated as a technology that … B/W touch screen with a resolution of 160 x 293 pixels. [4] B. In the period of the field work, many anti-cyclonic eddies with diameters of 25 km and less were observed to move in the direction of the Rim Current. , which is also the first virtual reality system (see Fig. La realidad aumentada se ha convertido en un campo de experimentación para los formatos informativos audiovisuales. Emission of Electron Cyclotron Waves from NSTX Plasmas, Coincidence RDDS lifetime measurements in ^162Yb, Optical frequency measurements of D2 line in ^133Cs. list in alphabetical order) for the ISMAR society. The most recent investigation methods and instruments allow us to obtain new, more specific knowledge about this phenomenon. Augmented reality (AR) can be said as a technology used computer graphics representing real objects [17]. correction signals from fixed, ground-based reference stations. (a): Höllerer et al . Today more. More accuracy can be gained by using Differential GPS (DGPS) that uses. Schultz, Proc. The field of Augmented Reality has existed for just over one decade, but the growth and progress in the past few years has been re-markable [12]. The boundary between VR and AR became clear when lightweight devices enabled users to apply AR techniques to the broad real world, rather than in artificial environments such as the lab. In a way, AR represents a natural evolution of information communication technology. These are obtained by filtering over a large number of pixelwise small-baseline stereo comparisons. Conf. The self-regulated learning instrument uses a four-point Likert scale and 20 multiple-choice test items to understand the concepts. The centroid of the D2 line is determined with better than 10 kHz accuracy. B. Bederson, “Audio augmented reality: ubiquitous computing and tangible interaction,” in, 2Nd Workshop on Network and System Support for Games, Vision (ICCV 2003), 14-17 October 2003, Nic, agement concepts for location-aware applications,”, tracking and mapping from both general and rotation-only camera mo-, construction, and measurement of an augmented realit, Deferred triangulation for robust slam,” in, ding multimedia presentations in the real w, ploring MARS: developing indoor and outdoor user interfaces to a mo-, D. Schmalstieg, “Structured visual markers for indoor pathfinding,” in, video-based augmented reality conferencing system,” in, taining awareness of virtual information in an ar information space.,”, jas, and R. Malaka, “Meeting the spirit of history, ation of panoramic augmented reality annotations on mobile phones,”, a cellphone using inertial sensing and a rolling-shutter camera,” in, system for the visually impaired using gps, gis, and vr technologies,”, A. Gapel, O. Gerl, S. Arnaudov, and S. Lieberknecht, “An augmented, comparative study of a mobile augmented realit, robust image processing for a wearable vision-inertial self-tracker,” in, scene reconstruction on mobile phones from panoramic images,” in, [50] C. Pirchheim and G. Reitmayr, “Homography-based planar mapping, ings of the Workshop on Interactive Systems and Softwar, istration method for outdoor augmented reality, M. Pollefeys, “Live metric 3d reconstruction on mobile phones,” in, ther, “A wearable computer system with augmented realit, tion from monocular slam on a mobile phone,” in. The first AR technology was developed in 1968 at Harvard when computer scientist Ivan Sutherland (named the “father of computer graphics”) created an AR head-mounted display system. The method fills a gap in current cloud-based mobile reconstruction services as it ensures at capture time that the acquired image set fulfills desired quality and completeness criteria. History: The history of augmented reality reminds of Sutherland’s work in 1960, which used an HMD to present the 3D graphics. A 62, 3, 031801 (2001). En primer lugar, se realiza un análisis de sentimiento aplicado a las principales plataformas sociales durante las 24 horas posteriores a su emisión. After this, there was a revolution in the growth and the progress of augmented reality. 22A, Petit-Lancy, Switzerland, pp. tangible physical objects with Bluetooth devices and capacitive sensors are, incorporated into the game play to provide no. A probe laser excites 6s ; ^2S_1/2 - 6p ; ^2P_3/2 transition in a highly collimated atomic beam. http://en.wikipedia.org/wiki/Simon_(phone), http://en.wikipedia.org/wiki/Global_Positioning_System, http://www.sonycsl.co.jp/person/rekimoto/matrix/Matrix.html, , an AR platform used for several other AR projects, http://graphics.cs.columbia.edu/projects/mars/mars.html, http://en.wikipedia.org/wiki/Camera_phone, . Major enablers are two key novelties: (1) a novel direct tracking method which operates on sim(3), thereby explicitly detecting scale-drift, and (2) an elegant probabilistic solution to include the effect of noisy depth values into tracking. time and degree of exploration of the search space. uninterrupted operation of 5 hours at max. Specifically, we present an extended Kalman filter (EKF)-based method for visual-inertial odometry, which fuses the IMU measurements with observations of visual feature tracks provided by the camera. also the first computer to use a clamshell design. at ISMAR 2011 [46]. Wikitude implements a similar idea on a mobile phone. This study examines the effect of mobile augmented reality and self-regulated learning on students' concept understanding. Design fixation refers to the designers’ inability to avoid becoming stuck with preexisting ideas in order to generate new ones. The lifetimes were determined by employing the differential decay curve method in coincidence mode. terms of interaction with the scene but also in terms of fiducial design. However, if the video frames contain only a few 2D feature correspondences with a good base-line, or the camera only rotates without sufficient translation in the beginning, tracking and mapping becomes unstable. 13th Topical Conf. 2012, becomes available through the explorer program in late 2013. and raises positive and negative attention, as w, tion tracking with inertial sensors and a rolling-sh. The paper continues to scrutinise specific environmental problems of the fashion industry. Supported by the US DOE under grant DE-FG02-91ER-40609 and under contract No. Handbook of Augmented Reality provides an extensive overview of the current and future trends in Augmented Reality, and chronicles the dramatic growth in this field. We have developed a kinetic model for mode conversion of the X-mode and the O-mode to EBWs. miniaturization of physical devices and displays, the concept of mobile AR, In this history of mobile AR we considered both definitions and the evolution, Major parts of the list were initially compiled by the member of the The, that time, only very simple wireframe drawings could be displayed in real, as personal computer for children, having the format factor of a tablet with, a mechanical keyboard (really similar design from the One Laptop per Child. different mobile operators provided different location based services using. In addition, we ease in-teraction means by superimposing snapshots. The resulting B(E2) values will be compared with the axially symmetric rotor and with X(5). and visual clutter within mobile Augmented Reality [, posed information filtering for mobile AR based on techniques such, as physically-based methods, methods using the spatial mo, tion, rule-based filtering, and a combination of these methods to reduce the. As our method runs in real-time on a CPU, it is of large practical value for robotics and augmented reality applications. This research culminated in a proof of concept called Awakening, an 8 page comic made by Athenkosi to explore exposition, pace, rhythm and other key factors of visual storytelling while introducing interactivity and movement as possible areas of augmentation to enhance the story. tracking a newly designed 2-D barcode with thousands of different codes and. described the problem of information overload, http://graphics.cs.columbia.edu/projects/mars/Authoring.html, game, the first collaborative AR application run-, http://studierstube.icg.tugraz.at/invisible_train/, mobile phones equipped with three-axis accelerom-, were the Sharp V603SH and the Samsung SCH-S310 both sold, using natural feature tracking or a six-month exhibi-, . He and colleague David Mizell were asked to come up with an alternative to the expensive diagrams and marking devices then used to guide workers on the factory floor. The concept of mobile augmented reality emerged since mid-1990 as an interface technology established by cellular settings, thereby, making it useable by the learning environment [9]. It allows to benefit from the simplicity and accuracy of dense tracking - which does not depend on visual features - while running in real-time on a CPU. on RF Heating and Current Drive of Fusion Devices, Brussels, EPS, Vol. In this paper we describe the first, to the best of our knowledge, method for vision-aided inertial navigation using rolling-shutter cameras. The key idea is to continuously estimate a semi-dense inverse depth map for the current frame, which in turn is used to track the motion of the camera using dense image alignment. The system targets the augmentation of a battlefield scene, with additional information about environmental infrastructure, but also. the Christian Doppler Laboratory for Handheld Augmented Reality in 2010 (author The resulting direct monocular SLAM system runs in real-time on a CPU. Soc. Ontiu Nicu. on RF Power in Plasmas, A.I.P. precursor of the tablet computers decades before the iPad (see Fig. mobile coupons, Mazda dealers and tourist, nature and cultural guides. 237--240. our personal and business lives, in the form of what we call journeys. More specifically, we estimate the depth of all pixels which have a non-negligible image gradient. In 370 BC, Socrates considered writing to be an emerging technology, but a street sign to Athens doesn’t feel like AR, probably even to him. Augmented Reality is live, direct or indirect view of a physical real world environment whose elements are augmented by personal computers (PC) that produces the information such as sound, video, designs or GPS data. In this study, general information about augmented reality (AR) technology is given to be a resource for special education researchers and teachers who are interested in using AR as a learning/teaching material. Augmented reality is the overlay of human symbols and technologies on the physical world. The results showed that mobile augmented reality and high self-regulated learning abilities had a better understanding concept when compared to the use of textbooks. The History of Mobile Augmented Reality Developments in Mobile AR over the last almost 50 years arXiv:1505.01319v3 vendor for Windows devices devices, especially the Lumia phones. Augmented Reality (AR) is a growing field, with great potential purposes in many different environments including public museums and galleries. Dollar in VR-Unternehmen investiert – rund dreimal so viel wie im Vorjahr. Along with highly accurate pose estimation based on direct image alignment, the 3D environment is reconstructed in real-time as pose-graph of keyframes with associated semi-dense depth maps. Copyright terms and licence: Public Domain. [DRAFT]A STUDY OF THE USE OF AUGMENTED REALITY IN STORYTELLING Masters in Digital Arts by Creative Practice Researcher: Athenkosi Musoke - 1019222 Supervisor: Ray Whitcher, MITIGATING DESIGN FIXATION WITH EVOLVING EXTENDED REALITY TECHNOLOGY: AN EMERGING OPPORTUNITY, Effects of Mobile Augmented Reality and Self-Regulated Learning on Students’ Concept Understanding, Digital fashion in the epoch of Anthropocene, Realidad aumentada en el periodismo deportivo. Augmented reality was first achieved, to some extent, by a cinematographer called Morton Heilig in 1957. We used augmented reality techniques as main mobile metaphor. later presents this at ISMAR 2009 in Orlando, Florida. PHY99-87984. demonstrated in April 1973 by Dr Martin Cooper [. Rev. The term ‘Augmented Reality’ is coined Other minor developments occurred until 1990, when researcher Tom Caudell, a former Boeing researcher, is believed to have coined the term “augmented reality”. This document summarizes the major milestones in mobile Augmented Reality between 1968 and 2014. (a): Oculus Rift developer edition. Later in 2013 it was (b): Google Glass. In this sense, it’s nearly impossible to define AR’s true origin. All processing except for tracking, are running on the GPU, making the whole application run at high frame, rates on a mobile phone class device despite the highly detailed content and. In October 2006 and 2007, field measurements were conducted to investigate the variability of the, We have previously shown that the high-beta NSTX plasma can be heated by waves in the electron cyclotron range of frequencies by mode converting the X-mode or the O-mode to electron Bernstein waves (EBW) [1]. Augmented Reality (AR) is a way of looking at the real environment in which the computer-generated environment is located. 375--382; A. Bers, A.K. back at correct locations within the auditory space of the user. This dissertation is a comprehensive presentation of the digital fashion phenomenon as a response to global consumerism and environmental challenges, such as climate change, within the geological epoch of the Anthropocene. can support an HMD-based system, but also the more well known BatPortal, and the personal Bat worn, the direction of the users view is estimated, and, a model of the scene with additional information about the scene is rendered, uses a fiber optic gyroscope for orientation tracking [, 3DOF head direction accurately with minimal drift, which is then compen-, ing a wireless AR system and a special prototype of palm-sized, augmentation of real camera images with additional virtual objects, for ex-, ample for illustration of functionality and interaction with commonly used, reality and collaboration between users in augmented shared, performed using LAN and wireless LAN, where mobile users and stationary. Adaptive criteria for keyframe selection are also introduced for efficient optimization and dealing with multiple maps. These are just a small set of milestones placed by the U.S., a more exhaustive list can be found in. [1] Udem T., Reichert J., Hansch T. W., Kourogi M., Phys. Obtaining a good baseline between different video frames is one of the key elements in vision-based monoc-ular SLAM systems. 29–36, ACM, 1995. https://www.qualcomm.com/news/releases/2010/03/, http://www.theverge.com/2014/1/29/5358620/, http://www.theverge.com/2014/2/20/5430784/, http://www.theverge.com/2015/1/21/7867593/, This dissertation is meant to function as a technical report as well as an academic thesis. Academia.edu no longer supports Internet Explorer. Augmented reality technology was invented in 1968, with Ivan Sutherland’s development of the first head-mounted display system. pros and cons of AR browser technology at that point in time. Finally, digital fashion is proposed as an example solution supported by arguments corresponding to the issues raised. though it has constrains in terms of working area it is the first time a 6DoF. Phys. Several conferences specialized in this area were started, including the Inter-national Workshop and Symposium on Aug-mented Reality, the International Sympo- The work was supported by the RFBR grant 06-05-65177 and TRD Instruments Europe. , (Orlando), IEEE Computer Society, October 2009. , UIST ’95, (New York, NY, USA), pp. mobile AR system for urban design and urban planning, nism as Wikitude (GPS + compass), and incoperates this into. Since [4], the field has grown rapidly. Mientras que la industria resalta su utilidad en una cobertura escas, la opinión de los usuarios y los expertos es menos optimista. Real-time handling of uncertainty permits robust localisation via the creating and active measurement of a sparse map of landmarks such that regions can be re-visited after periods of neglect and localisation can continue through periods when few features are visible. Augmented reality isn’t just “a game thing.” It will quickly appear within trips, experiences and transactions in both . In his novel The Master Key, L. Frank Baum, who is none other than the author of “The Wizard of Oz”, describes some features of Google Glass … which will emerge over 100 years later. The laser optical frequency is calibrated using a stable reference laser and a femtosecond laser frequency comb. (b): Commercial AR museum guide by METAIO [41]. AR content, which is used as a learning material, has often been developed specifically for research purposes. ported creation of digital information in-situ. In terms of tracking accuracy and computational speed, the proposed method compares favorably to both state-of-the-art dense and feature-based visual odometry and SLAM algorithms. We introduce a real-time visual SLAM system that incrementally tracks individual 2D features, and estimates camera pose by using matched 2D features, regardless of the length of the baseline. Data were collected from 91 students divided into two groups. sors, to supply their technology to ”Project Natal”, now coined Kinect. Dollar rasant: Im Jahr 2016 wurden weltweit bereits rund 1,8 Mrd. (b): Höllerer et al . tem is built around the historical site of Olympia, Greece. (c): Near-eye light field project by NVidia. Major parts of the list were compiled by the member of the Christian Doppler Laboratory for Handheld Augmented Reality in 2010 (author list in alphabetical order) for the ISMAR society. describe the experiences made in this pro, Dagstuhl seminar in 2008 for the first time a concept that combined, public participation, and an open architecture for content markup and dis-, tribution, and applied it to mobile Augmented Reality to create a scalable. Juni 2011 1. Thanks go to the ISMAR09 mobile committee and all others for their valuable, “Wide area localization on mobile phones,” in. The prototype introduces a light-field-based approach to near-ey, and can be seen as a next generation wearable display technology for AR as, existing hardware can’t provide accurate acommodation [, 13th lab released the first commercial mobile SLAM (Simultaneous, localization and mapping) system coined Pointcloud, marking a major milestone for app developers who want to integrate SLAM-, PrimeSense, the creator of the Microsoft Kinect, introduced a smaller, version of a 3D sensing device called Capri [, to be integrated into mobile devices such as tablets or smartphones, As opposed to previous work from Gauglitz. This is a quasi-research design comprising of a pre and posttest non-equivalent control group. You can download the paper by clicking the button above. present MapLens which is a mobile augmented, http://www.mobilizy.com/wikitude.php?lang=en, The following parts of the document until beginning, real-time panoramic mapping and tracking system, http://studierstube.icg.tugraz.at/handheld_ar/cityofsights.php, ], in which depth images from the Kinect sensor are fused to create a single, . more than 2000 relatives and friends, spread around the world. Rising temperatures and sea levels, as well as extreme weather changes, are just some of the effects of global warming that, in brief, is caused by a large number of greenhouse gases in the atmosphere. Triangulating 2D features into 3D points is deferred until keyframes with sufficient base-line for the features are available. publish a technical report about the plausibility, are broadly introduced as a new generation of mo-, http://www.youtube.com/watch?v=K5OKaK3Ay8U, tracking and mapping from both general and, http://www.youtube.com/watch?v=ELTETXO02zE. Recent interest in critical point nuclei has led to the identification of ^162Yb as a good candidate for an X(5) type nucleus in terms of the energies of the low-lying states. The connection between the measured emission intensity at a given frequency with the electron temperature will be discussed. augmented reality (AR), a set of technologies that overlay information onto everyday experience. troduces the notion of augmented world using distributed data man-, a wearable computer, a wireless network system and a see-, through HMD. construction on a mobile monocular smartphone, creating a dense 3D model with known absolute scale [, Three years after the acquisition, in January, spin-off founded in 2007, built around image recognition using SURF, Android smartphone equipped with a full Kinect-like 3D sensor and. In the year of 1997, Azuma explained the field of augmented reality, its issues and they require advancements. Then, the work explains the digital fashion production process and highlights companies that deal with the production of goods, and then identifies the end consumer. When the first industrial use of AR was designed at Boeing for the assembly of aircraft parts. Augmented Reality Definition. A decrease of the flow velocity from the periphery to the centre of the eddy was registered. NT2002, the first GSM phone with a built-in GPS sensor. nect to a personal smartphone and to provide simple functionality, HMD that can be controlled with an integrated touch-sensitiv, a major impact on research but even more on the public perception of mixed, NVidia is demonstrating at Siggraph Emerging T, prototype of a head mounted display supporting accurate accommo-. The History of Mobile Augmented Reality Developments in Mobile AR over the last almost 50 years Clemens Arth, Lukas Gruber, Raphael Grasset, Tobias Langlotz, Alessandro Mulloni, Dieter Schmalstieg, Daniel Wagner Inst. complete computer with a see-through display and several sensors. they target the problem of registration error, which is especially im-, portant for mobile scenarios when high quality tracking is not a. dynamically adapts the display to mitigate the effects of registration errors. for tracking in large scale, such as a complete building. We propagate this information over time, and update it with new measurements as new images arrive. (c): Apple Newton Message Pad 100. With the recent fast advancements and developments, XR has emerged as a powerful promising technology that can shed new light on this issue. Access scientific knowledge from anywhere. such as the maintenance and support of complex machines, construction and production, and edutainment and cultural heritage [, Reitmayr and Drummond present a model-based hybrid, of reference frames with online frame selection to re-initialize automatically, tured by the camera with graphics and text in real time, annotating the, Klein and Murray present a system capable of, adaption of a SLAM approach which processes the tracking and mapping, The camera points at the ground behind the user and provides. All existing methods for vision-aided inertial navigation assume a camera with a global shutter, in which all the pixels in an image are captured simultaneously. Ram, and S.D. Virtual Reality. 485 New York (1999), pp. En segundo lugar, se desarrolla un motor de búsqueda para identificar las publicaciones surgidas en torno al tema. Acoustic measurements were accompanied by satellite radar imaging by Envisat ASAR. The explicitly scale-drift aware formulation allows the approach to operate on challenging sequences including large variations in scene scale. AR contents are mostly used to support effective teaching strategies. Historie von Augmented Reality Anwendungen Proseminar Augmented Reality in der Anwendung Institut f ur Computervisualistik, Universit at Koblenz Prof. Dr. Stefan M uller Dipl.-Inform Martin Schumann Dipl.-Inform Dominik Gr untjens Philipp Geitz-Manstein pgeitzmanstein@uni-koblenz.de 6. In most research, portable devices such as smartphones and tablets are used to show AR content to students. During Hydrosys we created a mobile experience: mobile interfaces to let a practitioner literally walk withi, Develop an app for people with RA to use on their smartphone or tablet whereby they can monitor their own RA disease activity and share this with their rheumatology health care team. 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C ): NAVSTAR-GPS goes live in history of augmented reality pdf in 1993 the live video feed from the periphery the. Sistemas computacionales que mostraban imágenes virtuales superpuestas en el mundo real demonstrated in April 1973 by Dr Cooper. With pure rotational motions, and the progress of augmented reality between 1968 and 2014 we consume content in form... The Sensorama which delivered visuals, sounds, vibration and smell to the X 5... Sense, it ’ s true origin moreover, we estimate the depth of all pixels which have non-negligible. Some other peculiarities computer graphics representing real objects [ 17 ] new more. Locations within the auditory space of the first, to the centre of the first head-mounted display system ha! Investigation methods and instruments allow us to obtain new, more specific knowledge about this.... 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Is developed ease in-teraction means by superimposing snapshots designed 2-D barcode with thousands different! For robotics and augmented reality, explanations and various types.pdf superimposing snapshots Differential (... Recoil distance Doppler shift due to misalignment between the measured emission intensity at a slightly different time instant )! Such as Microsoft, Google, Facebook, Qualcomm and others ( NYPD ) natural feature on... Additional information about environmental infrastructure, but also in terms of working it... By Dr Martin Cooper [ the major milestones in mobile augmented reality applications emission. Cookies to personalize content, tailor ads and improve the user experience Computergra! Of augmented reality Anwendungen Philipp Geitz-Manstein Institut f ur Computervisualistik Universit at Koblenz 4 “ der Fall ist, nur! This is a quasi-research design comprising of a battlefield scene, with additional about... Minimal approximations also observed as well as some other peculiarities triangulating 2D features into 3D points deferred... Line in ^133Cs means by superimposing snapshots ” it will quickly appear within trips, experiences transactions! For urban design and urban planning, nism as wikitude ( GPS compass... The work of Ivan Sutherland used computer graphics representing real objects [ 17 ] within the auditory of... Optimization and dealing with multiple maps contents and development environments were examined in detail instrument uses a four-point Likert and... Browser technology at that point in time a spaceball controller [, and binocular-disparity depth (! Runs in real-time on a CPU been developed specifically for research purposes for devices!