Tunnel vision optimization method for VR flood scenes based on Gaussian blur

References

• Bastani, B., E. Turner, C. Vieri, H. Jiang, B. Funt, and N. Balram. 2017. “Foveated Pipeline for AR/VR Head-Mounted Displays.” Information Display 33 (6): 14–35.
   Google Scholar
• Bektaş, K., and A. Çöltekin. 2011. “An Approach to Modeling Spatial Perception for Geovisualization.” Procedia – Social and Behavioral Sciences 21: 53–62.
   Google Scholar
• Bhagat, K. K., W. K. Liou, and C. Y. Chang. 2016. “A Cost-Effective Interactive 3D Virtual Reality System Applied to Military Live Firing Training.” Virtual Reality 20 (2): 127–140.
   Web of Science ®Google Scholar
• Billen, M. I., O. Kreylos, B. Hamann, M. A. Jadamec, L. H. Kellogg, O. Staadt, and D. Y. Sumner. 2008. “A Geoscience Perspective on Immersive 3D Gridded Data Visualization.” Computers & Geoences 34 (9): 1056–1072.
   Google Scholar
• Chen, W. L. 2011. “Real-Time Terrain Rendering and Optimization for Large-Scale Complex Scene.” Yanshan University.
   Google Scholar
• Chen, M., and H. Lin. 2018. “Virtual Geographic Environments (VGEs): Originating from or beyond Virtual Reality (VR)?” International Journal of Digital Earth 11 (4): 329–333.
   Web of Science ®Google Scholar
• Çöltekin, A., A. L. Griffin, A. Slingsby, A. C. Robinson, S. Christophe, V. Rautenbach, M. Chen, C. Pettit, and A. Klippel. 2019. “Geospatial Information Visualization and Extended Reality Displays//Manual of Digital Earth.” Springer, Singapore 2020: 229–277.
   Google Scholar
• Çöltekin, A., I. Lochhead, M. Madden, S. Christophe, A. Devaux, C. Pettit, O. Lock, et al. 2020. “Extended Reality in Spatial Sciences: A Review of Research Challenges and Future Directions.” ISPRS International Journal of Geo-Information 9 (7): 439.
   Web of Science ®Google Scholar
• Cui, P., Y. Jia, F. Su, Y. Ge, X. Chen, and Q. Zou. 2017. “Natural Hazards in Tibetan Plateau and Key Issue for Feature Research.” Bulletin of Chinese Academy of Sciences 32 (09): 985–992.
   Google Scholar
• Dassi, F., B. Ettinger, S. Perotto, and L. M. Sangalli. 2015. “A Mesh Simplification Strategy for a Spatial Regression Analysis Over the Cortical Surface of the Brain.” Applied Numerical Mathematics 90: 111–131.
   Web of Science ®Google Scholar
• Dong, W. H., H. Liao, and Z. C. Zhan. 2019. “New Research Progress of Eye Tracking-Based Map Cognition in Cartography since 2008.” Acta Geographica Sinica 74 (03): 599–614.
   Google Scholar
• Duchowski, A. T., and A. Çöltekin. 2007. “Foveated Gaze-Contingent Displays for Peripheral LOD Management, 3D Visualization, and Stereo Imaging.” ACM Transactions on Multimedia Computing, Communications, and Applications 3 (4): 1–18.
   Web of Science ®Google Scholar
• Gao, Q., J. Ming, L. Pang, J. Wang, H. J. Song, L. Qiong, and H. Peng. 2016. “Study of Dynamic Scheduling Strategy for Large-Scale Terrain Visualization in Flight Simulation System.” 2016 9th International Symposium on Computational Intelligence and Design (ISCID). IEEE, 2: 361–365.
   Google Scholar
• Geng, H., and Y. J. Zhu. 2014. “Rendering Plane’s Virtual Repair Scenes with Object-Oriented Octree.” Computer Engineering and Applications 50 (5): 243–246.
   Google Scholar
• Goodchild, M. F., H. Guo, A. Annoni, L. Bian, K. De Bie, F. Campbell, M. Craglia, et al. 2012. “Next-generation Digital Earth.” Proceedings of the National Academy of Sciences 109 (28): 11088–11094.
   PubMed Web of Science ®Google Scholar
• Han, S., and J. Kim. 2017. “A Study on Immersion of Hand Interaction for Mobile Platform Virtual Reality Contents.” Symmetry 9 (2): 22.
   Google Scholar
• Hu, P., Q. Zhang, P. Shi, B. Chen, and J. Fang. 2018a. “Flood-induced Mortality Across the Globe: Spatiotemporal Pattern and Influencing Factors.” Science of The Total Environment 643: 171–182.
   PubMed Web of Science ®Google Scholar
• Hu, Y., J. Zhu, W. L. Li, Y. H. Zhang, Q. Zhu, H. Qi, H. X. Zhang, Z. Y. Cao, W. J. Yang, and P. C. Zhang. 2018b. “Construction and Optimization of Three-Dimensional Disaster Scenes Within Mobile Virtual Reality.” ISPRS International Journal of Geo-Information 7 (6): 215.
   Web of Science ®Google Scholar
• Huang, B., B. Jiang, and H. Li. 2001. “An Integration of GIS, Virtual Reality and the Internet for Visualization, Analysis and Exploration of Spatial Data.” International Journal of Geographical Information Science 15 (5): 439–456.
   Web of Science ®Google Scholar
• Ji, Y., Y. U. Yun-sen, G. Qin, M. U. Ting-zhou, W.-D. Chen, and R. A. N. Feng. 2019. “System of OLED-on-Silicon Micro Display Based on Visual Perception of Human Eye.” Acta Photonica Sinica 48 (04): 63–70.
   Google Scholar
• Kamel, B. M. N., Z. Lu, P. Guerrero, C. Jennett, and A. Steed. 2017. “From Urban Planning and Emergency Training to Pokémon Go: Applications of Virtual Reality GIS (VRGIS) and Augmented Reality GIS (ARGIS) in Personal, Public and Environmental Health.” International Journal of Health Geographics 16 (1): 1–11.
   PubMedGoogle Scholar
• Koulieris, G. A., K. Akşit, M. Stengel, R. K. Mantiuk, K. Mania, and C. Richardt. 2019. “Near-Eye Display and Tracking Technologies for Virtual and Augmented Reality.” Computer Graphics Forum 38 (2): 493–519.
   Web of Science ®Google Scholar
• Lai, G., L. Ding, Z. Qin, and X. Tong. 2016. “An Effective Algorithm Research of Scenario Voxelization Organization and Occlusion Culling.” Earth and Environmental Science 46 (1): 012020.
   Google Scholar
• Lele, A. 2013. “Virtual Reality and Its Military Utility.” Journal of Ambient Intelligence and Humanized Computing 4 (1): 17–26.
   Web of Science ®Google Scholar
• Li, C., W. Liang, C. Quigley, Y. Zhao, and L. F. Yu. 2017. “Earthquake Safety Training Through Virtual Drills.” IEEE Transactions on Visualization and Computer Graphics 23 (4): 1275–1284.
   PubMed Web of Science ®Google Scholar
• Li, W. L., J. Zhu, L. Fu, Q. Zhu, Y. K. Xie, and Y. Hu. 2020. “An Augmented Representation Method of Debris Flow Scenes to Improve Public Perception.” International Journal of Geographical Information Science DOI: 10.1080/13658816.2020.1833016.
   PubMed Web of Science ®Google Scholar
• Li, W. L., J. Zhu, Y. H. Zhang, Y. G. Cao, Y. Hu, L. Fu, P. C. Huang, Y. K. Xie, L. Z. Yin, and B. L. Xu. 2019. “A Fusion Visualization Method for Disaster Information Based on Self-Explanatory Symbols and Photorealistic Scene Cooperation.” ISPRS International Journal of Geo-Information 8 (3): 104.
   Web of Science ®Google Scholar
• Lin, H., M. Chen, G. N. Lü, Q. Zhu, J. H. Gong, X. You, Y. N. Wen, B. L. Xu, and M. Y. Hu. 2013. “Virtual Geographic Environments (VGEs): A New Generation of Geographic Analysis Tool.” Earth-Science Reviews 126: 74–84.
   Web of Science ®Google Scholar
• Liu, W. Z. 2017. “Research on Simplified Method of True 3D Model for Tilt Photography.” LiaoNing Technical University.
   Google Scholar
• Liu, M. W., J. Zhu, Q. Zhu, H. Qi, L. Z. Yin, X. Zhang, B. Feng, H. G. He, W. J. Yang, and L. Y. Chen. 2017. “Optimization of Simulation and Visualization Analysis of Dam-Failure Flood Disaster for Diverse Computing Systems.” International Journal of Geographical Information Science 31 (9): 1891–1906.
   Web of Science ®Google Scholar
• Lü, G. N. 2011. “Geographic Analysis-Oriented Virtual Geographic Environment: Framework, Structure and Functions.” Science China Earth Sciences 54: 733–743. doi:10.1007/s11430-011-4193-2.
   Web of Science ®Google Scholar
• Lü, G. N., M. Batty, J. Strobl, H. Lin, A. X. Zhu, and M. Chen. 2019. “Reflections and Speculations on the Progress in Geographic Information Systems (GIS): A Geographic Perspective.” International Journal of Geographical Information Science 33 (2): 346–367.
   Web of Science ®Google Scholar
• Lu, X. Z., Z. B. Yang, Z. Xu, and C. Xiong. 2020. “Scenario Simulation of Indoor Post-Earthquake Fire Rescue Based on Building Information Model and Virtual Reality.” Advances in Engineering Software 143: 102792.
   Web of Science ®Google Scholar
• Massaâbi, M., O. Layouni, W. B. M. Oueslati, and F. Alahmari. 2018. “An Immersive System for 3D Floods Visualization and Analysis.” International Conference on Immersive Learning. Springer, Cham 69–79.
   Google Scholar
• Meng, X. X., R. Du, M. Zwicker, and A. Varshney. 2018. “Kernel Foveated Rendering.” Proceedings of the ACM on Computer Graphics and Interactive Techniques 1 (1): 1–20.
   Google Scholar
• Ozaki, H., F. Kyota, and T. Kanai. 2015. “Out-of-Core Framework for QEM-based Mesh Simplification.” In Proceedings of the 15th Eurographics Symposium on Parallel Graphics and Visualization 87–96.
   Google Scholar
• Patel, D. P., and P. K. Srivastava. 2013. “Flood Hazards Mitigation Analysis Using Remote Sensing and GIS: Correspondence with Town Planning Scheme.” Water Resources Management 27 (7): 2353–2368.
   Web of Science ®Google Scholar
• Robles-Ortega, M. D., L. Ortega, and F. R. Feito. 2017. “Efficient Visibility Determination in Urban Scenes Considering Terrain Information.” ACM Transactions on Spatial Algorithms and Systems 3 (3): 1–24.
   Web of Science ®Google Scholar
• Šašinka, Č, Z. Stachoň, M. Sedlák, J. Chmelík, L. Herman, P. Kubíček, A. Šašinková, et al. 2019. “Collaborative Immersive Virtual Environments for Education in Geography.” ISPRS International Journal of Geo-Information 8 (1): 3.
   Web of Science ®Google Scholar
• Sermet, Y., and D. Ibrahim. 2019. “Flood Action VR: A Virtual Reality Framework for Disaster Awareness and Emergency Response Training.” In ACM SIGGRAPH 2019 Posters, 1–2.
   Google Scholar
• Skakun, S., N. Kussul, A. Shelestov, and O. Kussul. 2014. “Flood Hazard and Flood Risk Assessment Using a Time Series of Satellite Images: A Case Study in Namibia.” Risk Analysis 34 (8): 1521–1537.
   PubMed Web of Science ®Google Scholar
• Wallemacq, P. 2018. “Economic Losses, Poverty & Disasters: 1998–2017.” Centre for Research on the Epidemiology of Disasters, CRED.
   Google Scholar
• Wang, W. 2011. “Real-time Rendering Based on GPU for Large-scale Virtual Environment.” Northeast Petroleum University.
   Google Scholar
• Wang, C., J. M. Hou, D. Miller, I. Brown, and Y. Jiang. 2019. “Flood Risk Management in Sponge Cities: The Role of Integrated Simulation and 3D Visualization.” International Journal of Disaster Risk Reduction 39: 101139.
   Web of Science ®Google Scholar
• Weier, M., T. Roth, E. Kruijff, A. Hinkenjann, A. Pérard-Gayot, P. Slusallek, and Y. M. Li. 2016. “Foveated Real-Time Ray Tracing for Head-Mounted Displays.” Computer Graphics Forum 35 (7): 289–298.
   Web of Science ®Google Scholar
• Weier, M., M. Stengel, T. Roth, P. Didyk, E. Eisemann, M. Eisemann, S. Grogorick, et al. 2017. “Perception-Driven Accelerated Rendering.” Computer Graphics Forum 36 (2): 611–643.
   Web of Science ®Google Scholar
• Wu, X. T. 2013. “Complex Scene Rendering Optimization on GPU.” South China University of Technology.
   Google Scholar
• Zhang, G. Y., J. H. Gong, Y. Li, J. Sun, B. L. Xu, D. Zhang, J. P. Zhou, L. Guo, S. Shen, and B. X. Yin. 2020. “An Efficient Flood Dynamic Visualization Approach Based on 3D Printing and Augmented Reality.” International Journal of Digital Earth 13 (11): 1302–1320.
   Web of Science ®Google Scholar
• Zhang, F., Q. Wei, and L. Xu. 2020. “An Fast Simulation Tool for Fluid Animation in VR Application Based on GPUs.” Multimedia Tools and Applications 78: 16683–16706.
   Google Scholar
• Zhi, G. Z., Z. L. Liao, W. C. Tian, and J. Wu. 2020. “Urban Flood Risk Assessment and Analysis with a 3D Visualization Method Coupling the PP-PSO Algorithm and Building Data.” Journal of Environmental Management 268: 110521.
   PubMed Web of Science ®Google Scholar