ABSTRACT
Although Augmented Reality technology was first developed over forty years ago, there has been little survey work giving an overview of recent research in the field. This paper reviews the ten-year development of the work presented at the ISMAR conference and its predecessors with a particular focus on tracking, interaction and display research. It provides a roadmap for future augmented reality research which will be of great value to this relatively young field, and also for helping researchers decide which topics should be explored when they are beginning their own studies in the area.
- M. Anabuki and H. Ishii. AR-Jig: A Handheld Tangible User Interface for Modification of 3D Digital Form via 2D Physical Curve. In ISMAR '07, pp. 55-66, 2007. Google ScholarDigital Library
- T. Auer and A. Pinz. Building a hybrid tracking system: Integration of optical and magnetic tracking. In IWAR '99, pp.13-22, 1999. Google ScholarDigital Library
- R.T. Azuma. A survey of augmented reality. Presence: Teleoperators and Virtual Environments 6:4, 355-385, 1997.Google ScholarDigital Library
- R.T. Azuma, Y. Baillot, R. Behringer, S. Feiner, S. Julier, and B. MacIntyre. Recent advances in augmented reality. IEEE Computer Graphics & Applications, 21:6, 34-47, 2001. Google ScholarDigital Library
- R.T. Azuma, B.R. Hoff, I. Howard E. Neely, R. Sarfaty, M. J. Daily, G. Bishop, L. Vicci, G. Welch, U. Neumann, S. You, R. Nichols, and J. Cannon. Making augmented reality work outdoors requires hybrid tracking. In IWAR '98, pp. 219-224, 1998. Google ScholarDigital Library
- M. Bajura and N. Ulrich. Dynamic registration correction in videobased augmented reality systems. IEEE Computer Graphics and Applications, 15:5 52-60, September 1995. Google ScholarDigital Library
- H. Benko, E.W. Ishak and S. Feiner. Collaborative mixed reality visualization of an archaeological excavation. In ISMAR '04, pp. 132-140, 2004. Google ScholarDigital Library
- M. Billinghurst and H. Kato. Collaborative augmented reality. Communications of the ACM, 45:7, 64-70, 2002. Google ScholarDigital Library
- M. Billinghurst, S. Weghorst and T. Furness III. Shared Space: An augmented reality interface for computer supported collaborative work. In CVE '96, 1996.Google Scholar
- O. Bimber and B. Fröhlich. Occlusion shadows: using projected light to generate realistic occlusion effects for view-dependent optical see-through displays. In ISMAR '02, pp. 186-319, 2002. Google ScholarDigital Library
- O. Bimber, A. Grundhofer, G. Wetzstein and S. Knodel. Consistent illumination within optical see-through augmented environments. In ISMAR '03, pp. 198-207, 2003. Google ScholarDigital Library
- O. Bimber and R. Raskar. Spatial augmented reality: Merging real and virtual worlds. A K Peters LTD, 2005. Google ScholarDigital Library
- O. Bimber and G. Wetzstein, A. Emmerling, and C. Nitschke. Enabling view-dependent stereoscopic projection in real environments. In ISMAR '05, pp. 14-23, 2005. Google ScholarDigital Library
- G. Bleser, H. Wuest and D. Stricker. Online camera pose estimation in partially known and dynamic scenes. In ISMAR '06, pp. 56-65, 2006. Google ScholarDigital Library
- A. Butz, T. Hollerer, S. Feiner, B. MacIntyre and C. Beshers. Enveloping users and computers in a collaborative 3D augmented reality. In IWAR '99, pp. 35-44, 1999. Google ScholarDigital Library
- O. Cakmakci and J. Rolland. Head-Worn Displays: A Review. IEEE/OSA J. Display Technology 2:3, 199-216, 2006.Google ScholarCross Ref
- Y. Cho, J. Lee and U. Neumann. A multi-ring fiducial system and an intensity-invariant detection method for scalable augmented reality. In IWAR '98, pp. 147-156, 1998. Google ScholarDigital Library
- A. Comport, E. Marchand and F. Chaumette. A real-time tracker for markerless augmented reality. In ISMAR '03, pp. 36-45, 2003. Google ScholarDigital Library
- D. Cotting, M. Naef, M. Gross and H. Fuchs. Embedding imperceptible patterns into projected images for simultaneous acquisition and display. In ISMAR '04, pp. 100-109, 2004. Google ScholarDigital Library
- K. Dorfmüller-Ulhaas and D. Schmalstieg. Finger tracking for interaction in augmented environments. In ISAR '01, pp. 55-64, 2001. Google ScholarDigital Library
- A. Doucet, N. De Freitas and N. Gordon, editors. Sequential Monte Carlo in Practice. Springer-Verlag, New York, 2001.Google ScholarCross Ref
- J. Ehnes, K. Hirota and M. Hirose. Projected augmentation augmented reality using rotatable video projectors. In ISMAR '04, pp. 26-35, 2004. Google ScholarDigital Library
- S. Eitoku, T. Tanikawa and M. Hirose. Display composed of water drops for filling space with materialized virtual three-dimensional objects. In IEEE VR '06, pp. 159-166, 2006. Google ScholarDigital Library
- S. Feiner, B. MacIntyre, T. Höllerer and T. Webster. A touring machine: prototyping 3D mobile augmented reality systems for exploring the urban environment. In ISWC '97, pp. 74-81, 1997. Google ScholarDigital Library
- J. Fergason. Optical system for head mounted display using retroreflector and method of displaying an image. U.S. patent 5,621,572, April 15, 1997.Google Scholar
- E. Foxlin, Y. Altshuler, L. Naimark, and M. Harrington. Flight Tracker: A novel optical/inertial tracker for cockpit enhanced vision. In ISMAR '04, pp. 212-221, 2004. Google ScholarDigital Library
- P. Fua and V. Lepetit. Vision based 3D tracking and pose estimation for mixed reality. In M. Haller, M. Billinghurst, B. H. Thomas Eds, Emerging Technologies of Augmented Reality Interfaces and Design, pp. 43-63, Idea Group, Hershey, 2007.Google Scholar
- C. Geiger, B. Kleinjohann, C. Reimann and D. Stichling. Mobile AR4ALL. In ISAR '01, pp. 181-182, 2001. Google ScholarDigital Library
- Y. Genc, S. Riedel, F. Souvannavong, C. Akinlar and N. Navab. Marker-less tracking for AR: A learning-based approach. In ISMAR '02, pp. 295-304, 2002. Google ScholarDigital Library
- J. J. Gibson. The theory of affordances. in R. E. Shaw and J. Bransford, Eds, Perceiving, Acting, and Knowing. Hillsdale, NJ: Lawrence Erlbaum Associates, 1977.Google Scholar
- M. Gorbet, M. Orth and H. Ishii. Triangles: tangible interface for manipulation and exploration of digital information topography. In CHI '98, pp. 49-56, 1998. Google ScholarDigital Library
- S. Gupta and C.O. Jaynes. The universal media book: tracking and augmenting moving surfaces with projected information. In ISMAR '06, page 177-180, 2006. Google ScholarDigital Library
- A. Henrysson, M. Billinghurst and M. Ollila. Face to face collaborative AR on mobile phones. In ISMAR '05, pp. 80-89, 2005. Google ScholarDigital Library
- K. Higa, T. Nishiura, A. Kimura, F. Shibata and H. Tamura. A twoby-two mixed reality system that merges real and virtual worlds in both audio and visual senses. In ISMAR '07, pp. 203-206. 2007. Google ScholarDigital Library
- T. Höllerer, S. Feiner, T. Terauchi, G. Rashid and D. Hallaway. Exploring MARS: developing indoor and outdoor user interfaces to a mobile augmented reality system. Computers and Graphics, 23:6, 779-785, 1999.Google ScholarCross Ref
- H. Hua, C Gao and L.D. Brown, J.P. Rolland. Using a head-mounted projective display in interactive augmented environments. In ISAR '01, pp. 217-223, 2001. Google ScholarDigital Library
- H. Hua, A. Girardot, C. Gao and J.P. Rolland. Engineering of headmounted projective displays. Applied Optics, 39:22, 3814-3824, 2000.Google ScholarCross Ref
- M. Huber, D. Pustka, P. Keitler, F. Echtler and G. Klinker. A system architecture for ubiquitous tracking environments. In ISMAR '07, pp. 211-214, 2007. Google ScholarDigital Library
- S. Irawati, S. Green, M. Billinghurst, A. Duenser and K. Heedong. "Move the couch where?" developing an augmented reality multimodal interface. In ISMAR '06, pp. 183-186, 2006. Google ScholarDigital Library
- H. Ishii, B. Ullmer. Tangible bits: towards seamless interfaces between people, bits and atoms. In ACM CHI'97, pp. 234-241, 1997. Google ScholarDigital Library
- M. Kanbara, H. Fujii, H. Takemura and N. Yokoya. A stereo visionbased augmented reality system with an inertial sensor. In ISAR '00, pp. 97-100, 2000.Google Scholar
- H. Kato and M. Billinghurst. Marker tracking and HMD calibration for a video-based augmented reality conferencing system. In IWAR '99, pp. 85-94, 1999. Google ScholarDigital Library
- H. Kato, M. Billinghurst, I. Poupyrev, K. Imamoto and K. Tachibana. Virtual object manipulation on a table-top AR environment. In ISAR '00, pp. 111-119, 2000.Google ScholarCross Ref
- K. Kiyokawa. An introduction to head mounted displays for augmented reality. In M. Haller, M. Billinghurst, B. H. Thomas Eds, Emerging Technologies of Augmented Reality Interfaces and Design, pp. 43-63, Idea Group, Hershey, 2007.Google Scholar
- K. Kiyokawa, M. Billinghurst, B. Campbell and E. Woods. An occlusion-capable optical see-through head mount display for supporting co-located collaboration. In ISMAR '03, pp. 133-141, 2003. Google ScholarDigital Library
- K. Kiyokawa, M. Billinghurst, S. E. Hayes, A. Gupta, Y. Sannohe and H. Kato. Communication behaviors of co-located users in collaborative AR interfaces. In ISMAR '02, pp. 139-148, 2002. Google ScholarDigital Library
- K. Kiyokawa, Y. Kurata and H. Ohno, An optical see-through display for mutual occlusion of real and virtual environments. In ISAR '00, pp. 60-67, 2000.Google ScholarCross Ref
- G. Klein and T. Drummond. Robust visual tracking for noninstrumented augmented reality. In ISMAR '03, pp. 113-122, 2003. Google ScholarDigital Library
- G. Klein and D. Murray. Parallel Tracking and Mapping for Small AR Workspaces. In ISMAR '07, pp. 225-234, 2007. Google ScholarDigital Library
- G. Klinker, R. Reicher and B. Brugge. Distributed user tracking concepts for augmented reality applications. ISAR'00, pp. 37-44, 2000.Google ScholarCross Ref
- P. Lang, A. Kusej, A. Pinz and G. Brasseur, Inertial tracking for mobile augmented reality. In IEEE IMTC, Vol.2, pp. 1583-1587, 2002.Google ScholarCross Ref
- S. Malik, C. McDonald and G. Roth. Tracking for interactive pattern-based augmented reality. In ISMAR '02, pp. 117-126, 2002. Google ScholarDigital Library
- M. Möhring, C. Lessig and O. Bimber. Video see-through AR on consumer cell-phones. In ISMAR '04, pp. 252-253, 2004. Google ScholarDigital Library
- L. Naimark and E. Foxlin. Circular data matrix fiducial system and robust image processing for a wearable vision-inertial self-tracker. In ISMAR '02, pp. 27-36, 2002. Google ScholarDigital Library
- L. Naimark, E. Foxlin. Encoded LED system for optical trackers. In ISMAR '05, pp. 150-153, 2005. Google ScholarDigital Library
- J. Newman, M. Wagner, M. Bauer, A. MacWilliams, T. Pintaric, D. Beyer, D. Pustka, F. Strasser, D. Schmalstieg and G. Klinker. Ubiquitous tracking for augmented reality. In ISMAR '04, pp. 192-201, 2004. Google ScholarDigital Library
- J. Newman, D. Ingram and A. Hopper. Augmented reality in a wide area sentient environment. In ISMAR '01, pp. 77-86, 2001. Google ScholarDigital Library
- J. Neubert, J. Pretlove and T. Drummond. Semi-autonomous generation of appearance-based edge models from image sequences. In ISMAR '07, pp. 79-89, 2007. Google ScholarDigital Library
- J. Nielsen. (1994). Usability Engineering (1st ed.). San Francisco: Morgan Kaufmann. Google ScholarDigital Library
- D. A. Norman. The Design of Everyday Things. New York: Doubleday Business, 1988.Google Scholar
- A. Olwal, C. Lindfors, J. Gustafsson, T. Kjellberg and L. Mattsson. ASTOR: An auto-stereoscopic optical see-through augmented reality system. In ISMAR '05, pp. 24-27, 2005. Google ScholarDigital Library
- J. Park, B. Jiang and U. Neumann. Vision-based pose computation: robust and accurate augmented reality tracking. In IWAR '99, pp. 3-12, 1999. Google ScholarDigital Library
- J. Park, S. You and U. Neumann. Natural feature tracking for extendible robust augmented realities. In IWAR '98, 1998. Google ScholarDigital Library
- C. Pinhanez. The Everywhere Displays Projector: A Device to Create Ubiquitous Graphical Interfaces, Proc. Ubiquitous Computing 2001 (Ubicomp '01), Atlanta, Georgia, September 2001, 315-331. Springer Lecture Notes In Computer Science, v. 2201. Google ScholarDigital Library
- A. Pinz, M. Brandner, H. Ganster, A. Kusej, P. Lang and M. Ribo. Hybrid tracking for augmented reality. ÖGAI Journal, 21:1 17-24, 2002.Google Scholar
- M. Pressigout and É. Marchand. Hybrid tracking algorithms for planar and non-planar structures subject to illumination changes. In ISMAR '06, pp. 52-55, 2006. Google ScholarDigital Library
- G. Reitmayr E. Eade and T.W. Drummond. Localisation and interaction for augmented maps. In ISMAR '05, pp. 120-129, 2005. Google ScholarDigital Library
- G. Reitmayr and T. Drummond. Going out: robust model-based tracking for outdoor augmented reality. In ISMAR '06, pp. 109-118, 2006. Google ScholarDigital Library
- G. Reitmayr and T. Drummond. Initialisation for Visual Tracking in Urban Environments, In ISMAR '07, pp. 161-172, 2007. Google ScholarDigital Library
- G. Reitmayr and D. Schmalstieg. Mobile collaborative augmented reality. In ISAR '01, pp. 114-123, 2001. Google ScholarDigital Library
- J. Rekimoto. Matrix: A realtime object identification and registration method for augmented reality. APCHI '98, pp.63-68, 1998. Google ScholarDigital Library
- L.S. Rodrigo Silva. Introduction to augmented reality. http://virtual.lncc.br/~rodrigo/links/AR/node19.html. 2003.Google Scholar
- J. P. Rolland, L. Davis and Y. Baillot., A survey of tracking technology for virtual environments, In Fundamentals of Wearable Computers and Augmented Reality, 1st ed, W. Barfield and T. Caudell, Eds. Mahwah, NJ: CRC, 2001, pp. 67-112.Google Scholar
- C. Sandor, A. Olwal, B. Bell and S. Feiner. Immersive mixed-reality configuration of hybrid user interfaces. In ISMAR '05, pp. 110-113, 2005. Google ScholarDigital Library
- K. Satoh, S. Uchiyama and H. Yamamoto. A head tracking method using bird's-eye view camera and gyroscope. In ISMAR '04, pp. 202-211, 2004. Google ScholarDigital Library
- K. Satoh, S. Uchiyama, H. Yamamoto and H. Tamura. Robust vision-based registration utilizing bird's-eye view with user's view. In ISMAR '03, pp. 46-55, 2003. Google ScholarDigital Library
- D. Schmalstieg, A. Fuhrmann and G. Hesina. Bridging multiple user interface dimensions with augmented reality. In ISAR '00, pp. 20-29, 2000.Google ScholarCross Ref
- D. Schmalstieg, A. Fuhrmann, Z. Szalavari and M. Gervautz. 1996. Studierstube-An environment for collaboration in augmented reality. In CVE '96, 1996.Google Scholar
- D. Schmalstieg and D. Wagner. Experiences with Handheld Augmented Reality. In ISMAR '07, pp.3-18, 2007. Google ScholarDigital Library
- A. Singer, D. Hindus, L. Stifelman and S. Whitel. Tangible progress: less is more in somewire audio spaces. In CHI, pp. 104-111, 1999. Google ScholarDigital Library
- A. Stafford, W. Piekarski and B.H. Thomas. Implementation of god like interaction techniques for supporting collaboration between outdoor AR and indoor tabletop users. In ISMAR '06, pp. 165-172, 2006. Google ScholarDigital Library
- A. State, K. Keller and H. Fuchs. Simulation-based design and rapid prototyping of a parallax-free, orthoscopic video see-through headmounted display. In ISMAR '05, pp. 28-31, 2005. Google ScholarDigital Library
- I. Skrypnyk and D.G. Lowe. Scene modeling, recognition and tracking with invariant image features. In ISMAR '04, pp. 110-119, 2004. Google ScholarDigital Library
- D. Stricker, G. Klinker and D. Reiners, A fast and robust line-based optical tracker for augmented reality applications. In IWAR '98, pp. 31-46, 1998. Google ScholarDigital Library
- L. Suchman. Plans and situated actions: The problem of human machine communication, Cambridge: Cambridge University Press, 1987. Google ScholarDigital Library
- I. Sutheland, The ultimate display. In IFIP '65, pp. 506-508, 1965.Google Scholar
- S. Thrun, W. Burgard and D. Fox. Probabilistic Robotics. MIT Press, 2005.Google Scholar
- L. Vacchetti, V. Lepetit and P. Fua. Combining edge and texture information for real-time accurate 3d camera tracking. In ISMAR '04, pp. 48-57, 2004. Google ScholarDigital Library
- S. Vogt, A. Khamene, F. Sauer and H. Niemann. Single camera tracking of marker clusters: Multiparameter cluster optimization and experimental verification. In ISMAR '02, pp. 127-136, 2002. Google ScholarDigital Library
- D. Wagner, T. Pintaric, F. Ledermann and D. Schmalstieg. Towards Massively Multi-user Augmented Reality on Handheld Devices. In Pervasive '05, pp.208-219, 2005. Google ScholarDigital Library
- D. Wagner and D. Schmalstieg. Artoolkit on the pocketpc platform. Tech. Rep. TR-188-2-2003-23, Technical Univ. of Vienna, 2003.Google ScholarCross Ref
- D. Wagner and D. Schmalstieg. Handheld augmented reality displays. In IEEE Virtual Reality Conference, p. 321-321, 2006. Google ScholarDigital Library
- D. Wagner and I. Barakonyi. Augmented reality Kanji learning. In ISMAR '03, pp. 335-336, 2003. Google ScholarDigital Library
- M. Weiser. The computer for the twenty-first century. Scientific American, 265:3, 94-104, 1991.Google ScholarCross Ref
- S. White, L. Lister, and S. Feiner. Visual hints for tangible gestures in augmented reality. In ISMAR '07, pp. 47-50, 2007. Google ScholarDigital Library
- H. Wuest, F. Vial and D. Stricker. Adaptive line tracking with multiple hypotheses for augmented reality. In ISMAR '05, pp. 62-69, 2005. Google ScholarDigital Library
- X. Zhang, S. Fronz and N. Navab. Visual marker detection and decoding in AR systems: a comparative study. In ISMAR '02, pp. 97- 106, 2002. Google ScholarDigital Library
Index Terms
- Trends in augmented reality tracking, interaction and display: A review of ten years of ISMAR
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