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Articles

Cartographic perspectives on spatial and thematic levels of detail in augmented reality: a review of existing approaches

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Pages 373-391 | Received 27 Jul 2022, Accepted 26 May 2023, Published online: 06 Jul 2023

References

  • Arige, A., Lavric, T., Preda, M., Zaharia, T., & Bricard, E. (2021). Analysis of 3D CAD MESH Simplification Approaches within the Framework of AR Applications for Industrial Assembly Lines. 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), https://doi.org/10.1109/isie45552.2021.9576475
  • Azuma, R. T. (1997). A survey of augmented reality. Presence: Teleoperators and Virtual Environments, 6(4), 355–385. https://doi.org/10.1162/pres.1997.6.4.355
  • Bambusek, D., Materna, Z., Kapinus, M., Beran, V., & Smrz, P. (2019). Combining interactive spatial augmented reality with head-mounted display for end-user collaborative robot programming. 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). https://doi.org/10.1109/ro-man46459.2019.8956315
  • Bâce, M., Leppänen, T., de Gomez, D. G., & Gomez, A. R. (2016). ubiGaze. SIGGRAPH ASIA 2016 Mobile Graphics and Interactive Applications. https://doi.org/10.1145/2999508.2999530
  • Billinghurst, M., Clark, A., & Lee, G. (2015). A survey of augmented reality. Foundations and Trends® in Human–Computer Interaction, 8(2–3), 73–272. https://doi.org/10.1561/1100000049
  • Blattgerste, J., Renner, P., & Pfeiffer, T. (2018). Advantages of eye-gaze over head-gaze-based selection in virtual and augmented reality under varying field of views. Proceedings of the Workshop on Communication by Gaze Interaction, https://doi.org/10.1145/3206343.3206349
  • Butscher, S., Hubenschmid, S., Müller, J., Fuchs, J., & Reiterer, H. (2018). Clusters, trends, and outliers. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, https://doi.org/10.1145/3173574.3173664
  • Capra, O., Berthaut, F., & Grisoni, L. (2020). All you need is LOD : Levels of detail in visual augmentations for the audience. All You Need Is LOD : Levels of Detail in Visual Augmentations for the Audience - Archive Ouverte HAL. https://hal.science/hal-02560794.
  • Carmigniani, J., & Furht, B. (2011). Augmented reality: An overview. In B. Furht (eds.), Handbook of augmented reality (pp. 3–46). Springer. https://doi.org/10.1007/978-1-4614-0064-6_1
  • Chatzopoulos, D., Bermejo, C., Huang, Z., & Hui, P. (2017). Mobile augmented reality survey: From where We Are to where We Go. IEEE Access, 5, 6917–6950. https://doi.org/10.1109/ACCESS.2017.2698164
  • Cheliotis, K., Liarokapis, F., Kokla, M., Tomai, E., Pastra, K., Darra, A., Bezerianou, M., & Kavouras, M. (2023). A systematic review of application development in augmented reality navigation research. Cartography and Geographic Information Science, 50(3), 249–271. https://doi.org/10.1080/15230406.2023.2194032
  • Choi, J., Park, H., Paek, J., & Ko, J. (2018). Reactive mesh simplification for augmented reality head mounted displays. Proceedings of the 16th Annual International Conference on Mobile Systems, Applications, and Services, https://doi.org/10.1145/3210240.3210820
  • Chopra, P., & Meyer, J. (2002). TetFusion: An algorithm for rapid tetrahedral mesh simplification. IEEE Visualization, 2002. VIS 2002. https://doi.org/10.1109/visual.2002.1183767
  • Chun, W. H., & Höllerer, T. (2013). Real-time hand interaction for augmented reality on mobile phones. Proceedings of the 2013 International Conference on Intelligent User Interfaces. https://doi.org/10.1145/2449396.2449435
  • Chung, J., Pagnini, F., & Langer, E. (2016). Mindful navigation for pedestrians: Improving engagement with augmented reality. Technology in Society, 45, 29–33. https://doi.org/10.1016/j.techsoc.2016.02.006
  • Cockburn, A., Karlson, A., & Bederson, B. B. (2006). A review of focus and context interfaces. HCIL Tech Report 2006-09, Department of Computer Science, University of Maryland, College Park, MD 20742, USA, 2006.
  • Cockburn, A., Karlson, A., & Bederson, B. B. (2009). A review of overview + detail, zooming, and focus + context interfaces. ACM Computing Surveys, 41(1), 1–31. https://doi.org/10.1145/1456650.1456652
  • Çöltekin, A., Lochhead, I., Madden, M., Christophe, S., Devaux, A., Pettit, C., Lock, O., Shukla, S., Herman, L., Stachoň, Z., Kubíček, P., Snopková, D., Bernardes, S., & Hedley, N. (2020). Extended reality in spatial sciences: A review of research challenges and future directions. ISPRS International Journal of Geo-Information, 9(7), 439. https://doi.org/10.3390/ijgi9070439
  • Danyluk, K., Ens, B., Jenny, B., & Willett, W. (2021). A design space exploration of worlds in miniature. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3411764.3445098
  • de Almeida Pereira, G. H., Stock, K., Stamato Delazari, L., & Centeno, J. A. S. (2017). Augmented reality and maps: New possibilities for engaging with geographic data. The Cartographic Journal, 54(4), 313–321. https://doi.org/10.1080/00087041.2017.1411417
  • Devaux, A., Hoarau, C., Brédif, M., & Christophe, S. (2018). 3D urban Geovisualization. In Situ Augmented and Mixed Reality Experiments. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV–4, 41–48. https://doi.org/10.5194/isprs-annals-iv-4-41-2018
  • Dey, A., Jarvis, G., Sandor, C., & Reitmayr, G. (2012). Tablet versus phone: Depth perception in handheld augmented reality. 2012 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), https://doi.org/10.1109/ismar.2012.6402556. 187 196 >
  • Dickmann, F., Keil, J., Dickmann, P. L., & Edler, D. (2021). The impact of augmented reality techniques on cartographic visualization. KN - Journal of Cartography and Geographic Information, 71(4), 285–295. https://doi.org/10.1007/s42489-021-00091-2
  • DiVerdi, S., Hollerer, T., & Schreyer, R. (2004). Level of detail interfaces. Third IEEE and ACM International Symposium on Mixed and Augmented Reality, https://doi.org/10.1109/ismar.2004.38
  • El Jamiy, F., & Marsh, R. (2019). Survey on depth perception in head mounted displays: Distance estimation in virtual reality, augmented reality, and mixed reality. IET Image Processing, 13(5), 707–712. https://doi.org/10.1049/iet-ipr.2018.5920
  • Fridhi, A., & Frihida, A. (2019). Gis 3d and science of augmented reality: Modeling a 3d geospatial environment. Journal of Soft Computing in Civil Engineering, 3. https://doi.org/10.22115/scce.2020.212254.1148
  • Garland, M., & Heckbert, P. S. (1997). Surface simplification using quadric error metrics. Proceedings of the 24th Annual Conference on Computer Graphics and Interactive Techniques - SIGGRAPH ‘97, 209–216. https://doi.org/10.1145/258734.258849
  • Geiger, A., Benner, J., & Haefele, K. H. (2014). Generalization of 3D IFC building models. In Lecture notes in geoinformation and cartography (pp. 19–35). https://doi.org/10.1007/978-3-319-12181-9_2
  • Gherghina, A., Olteanu, A., & Tapus, N. (2013). A marker-based augmented reality system for mobile devices. 2013 11th RoEduNet International Conference, 1–6. IEEE. https://doi.org/10.1109/roedunet.2013.6511731
  • Gomez, D., Bernardos, A. M., & Casar, J. R. (2014). A system to enable level-of-detail mobile interaction with augmented media objects. 2014 Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing. https://doi.org/10.1109/imis.2014.47
  • Guarese, R. L. M., & Maciel, A. (2019). Development and usability analysis of a mixed reality GPS navigation application for the Microsoft HoloLens. Advances in Computer Graphics, 431–437. https://doi.org/10.1007/978-3-030-22514-8_41
  • Hedley, N. (2003). Empirical evidence for advanced geographic visualization interface use. International Cartographic Conference, I. C. A., 383-393. https://icaci.org/files/documents/ICC_proceedings/ICC2003/Papers/052.pdf.
  • Hedley, N. (2018). Augmented reality and GIS. Comprehensive Geographic Information Systems, 355–368. https://doi.org/10.1016/B978-0-12-409548-9.09622-6
  • Hincapié-Ramos, J. D., Ozacar, K., Irani, P. P., & Kitamura, Y. (2015). GyroWand. Proceedings of the 3rd ACM Symposium on Spatial User Interaction. https://doi.org/10.1145/2788940.2788947
  • Hubenschmid, S., Zagermann, J., Butscher, S., & Reiterer, H. (2021). Stream: Exploring the combination of spatially-aware tablets with augmented reality head-mounted displays for immersive analytics. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3411764.3445298
  • Hugues, O., Cieutat, J. M., & Guitton, P. (2011). Gis and augmented reality: State of the Art and issues. In B. Furht (eds.), Handbook of augmented reality (pp. 721–740). Springer. https://doi.org/10.1007/978-1-4614-0064-6_33
  • Hurter, C., Riche, N. H., Drucker, S. M., Cordeil, M., Alligier, R., & Vuillemot, R. (2019). Fiberclay: Sculpting three dimensional trajectories to reveal structural insights. IEEE Transactions on Visualization and Computer Graphics, 25(1), 704–714. https://doi.org/10.1109/TVCG.2018.2865191
  • Itoh, Y., Langlotz, T., Sutton, J., & Plopski, A. (2022). Towards indistinguishable augmented reality. ACM Computing Surveys, 54(6), 1–36. https://doi.org/10.1145/3453157
  • Jing, A., May, K., Lee, G., & Billinghurst, M. (2021). Eye See what You See: Exploring How Bi-directional augmented reality gaze visualisation influences Co-located symmetric collaboration. Frontiers in Virtual Reality, 2. https://doi.org/10.3389/frvir.2021.697367
  • Julier, S., Baillot, Y., Brown, D., & Lanzagorta, M. (2002). Information filtering for mobile augmented reality. IEEE Computer Graphics and Applications, 22(5), 12–15. https://doi.org/10.1109/MCG.2002.1028721
  • Kalarat, K. (2015). Applying relief mapping on augmented reality. 2015 12th International Joint Conference on Computer Science and Software Engineering (JCSSE). https://doi.org/10.1109/jcsse.2015.7219816
  • Kapp, S., Barz, M., Mukhametov, S., Sonntag, D., & Kuhn, J. (2021). Arett: Augmented reality eye tracking toolkit for head mounted displays. Sensors, 21(6), 2234. https://doi.org/10.3390/s21062234
  • Kister, U., Reipschläger, P., Matulic, F., & Dachselt, R. (2015). BodyLenses. Proceedings of the 2015 International Conference on Interactive Tabletops & Surfaces - ITS ‘15. https://doi.org/10.1145/2817721.2817726
  • Koppel, T., Eduard Groller, M., & Wu, H. Y. (2021). Context-responsive labeling in augmented reality. 2021 IEEE 14th Pacific Visualization Symposium (PacificVis). https://doi.org/10.1109/pacificvis52677.2021.00020
  • Krajancich, B., Kellnhofer, P., & Wetzstein, G. (2020). Optimizing depth perception in virtual and augmented reality through gaze-contingent stereo rendering. ACM Transactions on Graphics, 39(6), 1–10. https://doi.org/10.1145/3414685.3417820
  • Langner, R., Satkowski, M., Büschel, W., & Dachselt, R. (2021). Marvis: Combining mobile devices and augmented reality for visual data analysis. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3411764.3445593
  • Lee, J.-Y., Park, H.-M., Lee, S.-H., Kim, T.-E., & Choi, J.-S. (2011, April). Design and implementation of an augmented reality system using gaze interaction. 2011 International Conference on Information Science and Applications, https://doi.org/10.1109/icisa.2011.5772406
  • Lee, S., Suh, J., & Park, H. D. (2015). BoreholeAR: A mobile tablet application for effective borehole database visualization using an augmented reality technology. Computers & Geosciences, 76, 41–49. https://doi.org/10.1016/j.cageo.2014.12.005
  • Liarokapis, F., Greatbatch, I., Mountain, D., Gunesh, A., Brujic-Okretic, V., & Raper, J. (2005). Mobile augmented reality techniques for geovisualisation. Ninth International Conference on Information Visualisation (IV’05). https://doi.org/10.1109/iv.2005.79
  • Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009). The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: Explanation and elaboration. Journal of clinical epidemiology, 62(10), e1–e34. https://doi.org/10.1136/bmj.b2700
  • Limbu, B., Vovk, A., Jarodzka, H., Klemke, R., Wild, F., & Specht, M. (2019). Wekit.One: A sensor-based augmented reality system for experience capture and Re-enactment. In M. Scheffel, J. Broisin, V. Pammer-Schindler, A. Ioannou, & J. Schneider (eds.), Transforming learning with meaningful technologies (pp. 158–171). Springer International Publishing. https://doi.org/10.1007/978-3-030-29736-7_12
  • Liu, S., Li, Y., Zhou, P., Li, X., Rong, N., Huang, S., Lu, W., & Su, Y. (2016). A multi-plane optical see-through head mounted display design for augmented reality applications. Journal of the Society for Information Display, 24(4), 246–251. https://doi.org/10.1002/jsid.435
  • Mulloni, A., Dünser, A., & Schmalstieg, D. (2010). Zooming interfaces for augmented reality browsers. Proceedings of the 12th International Conference on Human Computer Interaction With Mobile Devices and Services, https://doi.org/10.1145/1851600.1851629
  • Newbury, R., Satriadi, K. A., Bolton, J., Liu, J., Cordeil, M., Prouzeau, A., & Jenny, B. (2021). Embodied gesture interaction for immersive maps. Cartography and Geographic Information Science, 48(5), 417–431. https://doi.org/10.1080/15230406.2021.1929492
  • Nincarean, D., Alia, M. B., Halim, N. D. A., & Rahman, M. H. A. (2013). Mobile augmented reality: The potential for education. Procedia - Social and Behavioral Sciences, 103, 657–664. https://doi.org/10.1016/j.sbspro.2013.10.385
  • Olsson, T., Kärkkäinen, T., Lagerstam, E., & Ventä-Olkkonen, L. (2012). User evaluation of mobile augmented reality scenarios. Journal of Ambient Intelligence and Smart Environments, 4(1), 29–47. https://doi.org/10.3233/AIS-2011-0127
  • Olsson, T., & Salo, M. (2011).Online user survey on current mobile augmented reality applications. 2011 10th IEEE International Symposium on Mixed and Augmented Reality. https://doi.org/10.1109/ismar.2011.6092372
  • Park, H. M., Seok Han, Lee, & Jong Soo, Choi. (2008). Wearable augmented reality system using gaze interaction. 2008 7th IEEE/ACM International Symposium on Mixed and Augmented Reality. https://doi.org/10.1109/ismar.2008.4637353
  • Park, J., Chou, P. A., & Hwang, J. N. (2018). Volumetric media streaming for augmented reality. 2018 IEEE Global Communications Conference (GLOBECOM), https://doi.org/10.1109/glocom.2018.8647537
  • Paucher, R., & Turk, M. (2010). Location-based augmented reality on mobile phones. 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition – Workshops, https://doi.org/10.1109/cvprw.2010.5543249
  • Pfeuffer, K., Abdrabou, Y., Esteves, A., Rivu, R., Abdelrahman, Y., Meitner, S., Saadi, A., & Alt, F. (2021). ARtention: A design space for gaze-adaptive user interfaces in augmented reality. Computers & Graphics, 95, 1–12. https://doi.org/10.1016/j.cag.2021.01.001
  • Piening, R., Pfeuffer, K., Esteves, A., Mittermeier, T., Prange, S., Schröder, P., & Alt, F. (2021). Looking for info. Evaluation of Gaze Based Information Retrieval in Augmented Reality. Human-Computer Interaction – INTERACT 2021, 544–565. https://doi.org/10.1007/978-3-030-85623-6_32
  • Piumsomboon, T., Clark, A., Billinghurst, M., & Cockburn, A. (2013). User-defined gestures for augmented reality. Human-Computer Interaction – INTERACT 2013, 282–299. https://doi.org/10.1007/978-3-642-40480-1_18
  • Reipschlager, P., Flemisch, T., & Dachselt, R. (2021). Personal augmented reality for information visualization on large interactive displays. IEEE Transactions on Visualization and Computer Graphics, 27(2), 1182–1192. https://doi.org/10.1109/TVCG.2020.3030460
  • Rossignac, J., & Borrel, P. (1993). Multi-resolution 3D approximations for rendering complex scenes. Modeling in Computer Graphics, 455–465. https://doi.org/10.1007/978-3-642-78114-8_29
  • Ruta, M., Scioscia, F., De Filippis, D., Ieva, S., Binetti, M., & Di Sciascio, E. (2014). A semantic-enhanced augmented reality tool for OpenStreetMap POI discovery. Transportation Research Procedia, 3, 479–488. https://doi.org/10.1016/j.trpro.2014.10.029
  • Satriadi, K. A., Ens, B., Cordeil, M., Jenny, B., Czauderna, T., & Willett, W. (2019). Augmented reality map navigation with freehand gestures. 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), https://doi.org/10.1109/vr.2019.8798340
  • Schmalstieg, D., & Reitmayr, G. (2007). Augmented reality as a medium for cartography. Multimedia Cartography, 267–281. https://doi.org/10.1007/978-3-540-36651-5_19
  • Schroeder, W. J., Zarge, J. A., & Lorensen, W. E. (1992). Decimation of triangle meshes. Proceedings of the 19th Annual Conference on Computer Graphics and Interactive Techniques - SIGGRAPH ‘92. https://doi.org/10.1145/133994.134010
  • Sester, M. (2020). Cartographic generalization. Journal of Spatial Information Science, 21, 5–11. https://josis.org/index.php/josis/article/view/127.
  • Siltanen, S. (2012). Theory and applications of marker-based augmented reality: Licentiate thesis. [Licenciate, Aalto University]. VTT Technical Research Centre of Finland. https://publications.vtt.fi/pdf/science/2012/S3.pdf.
  • Ssin, S. Y., Walsh, J. A., Smith, R. T., Cunningham, A., & Thomas, B. H. (2019). Geogate: Correlating geo-temporal datasets using an augmented reality space-time cube and tangible interactions. 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). https://doi.org/10.1109/vr.2019.8797812
  • Staněk, K., & Friedmannová, L. (2010). Cartographically augmented reality. 3rd ISDE Digital Earth Summit - Digital Earth in the Service of Society: Sharing Information, Building Knowledge - proceedings. 1st ed. Nessebar: ISDE, 1-9. ISBN978-954-724-039-1.
  • Sung, M. H., Choi, Y., Ko, H., & Hwang, J. I. (2014). Level-of-detail AR: Managing points of interest for attentive augmented reality. 2014 IEEE International Conference on Consumer Electronics (ICCE), https://doi.org/10.1109/icce.2014.6776037
  • Syaputra, R. A., & Widiyanto, A. (2020). Implementation of the level of detail method on augmented reality android-based applications. Journal of Physics: Conference Series, 1517(1), 012090. https://doi.org/10.1088/1742-6596/1517/1/012090
  • Taime, A., Saaidi, A., & Satori, K. (2016). Comparative study of mesh simplification algorithms. In A. El Oualkadi, F. Choubani, & A. El Moussati (Eds.), Proceedings of the Mediterranean conference on information & communication technologies 2015 (vol. 380, pp. 287–295). Springer International Publishing. https://doi.org/10.1007/978-3-319-30301-7_30
  • Thomas, B. H., Marner, M., Smith, R. T., Elsayed, N. A. M., Von Itzstein, S., Klein, K., Adcock, M., Eades, P., Irlitti, A., Zucco, J., Simon, T., Baumeister, J., & Suthers, T. (2014). Spatial augmented reality; A tool for 3D data visualization. 2014 IEEE VIS International Workshop on 3DVis (3DVis). https://doi.org/10.1109/3dvis.2014.7160099
  • Veas, E., Grasset, R., Kruijff, E., & Schmalstieg, D. (2012). Extended overview techniques for outdoor augmented reality. IEEE Transactions on Visualization and Computer Graphics, 18(4), 565–572. https://doi.org/10.1109/TVCG.2012.44
  • Vollmer, J. O., Trapp, M., Schumann, H., & Döllner, J. (2018). Hierarchical spatial aggregation for level-of-detail visualization of 3D thematic data. ACM Transactions on Spatial Algorithms and Systems, 4(3), 1–23. https://doi.org/10.1145/3234506
  • Wang, Z., Wang, H., Yu, H., & Lu, F. (2021). Interaction With gaze, gesture, and speech in a flexibly configurable augmented reality system. IEEE Transactions on Human-Machine Systems, 51(5), 524–534. https://doi.org/10.1109/THMS.2021.3097973
  • Werner, P. (2019). Review of implementation of augmented reality into the georeferenced analogue and digital maps and images. Information, 10(1), 12. https://doi.org/10.3390/info10010012
  • Xu, W., Liang, H. N., Zhao, Y., Yu, D., & Monteiro, D. (2019). DMove. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3290605.3300674
  • Yang, M., Wang, S., Zhang, N., Zhou, A., & Ma, X. (2022). Survey on tracking and registration technology for mobile augmented reality. International Journal of Web and Grid Services, 18(2), 99. https://doi.org/10.1504/IJWGS.2022.121960
  • Yang, Y., Dwyer, T., Marriott, K., Jenny, B., & Goodwin, S. (2021). Tilt Map: Interactive transitions between choropleth Map, prism Map and Bar chart in immersive environments. IEEE Transactions on Visualization and Computer Graphics, 27(12), 4507–4519. https://doi.org/10.1109/TVCG.2020.3004137

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