WebVRGIS based traffic analysis and visualization system

Abstract With several characteristics, such as large scale, diverse predictability and timeliness, the city traffic data falls in the range of definition of Big Data. A Virtual Reality GIS based traffic analysis and visualization system is proposed as a promising and inspiring approach to manage and develop traffic big data. In addition to the basic GIS interaction functions, the proposed system also includes some intelligent visual analysis and forecasting functions. The passenger flow forecasting algorithm is introduced in detail.

[1]  Bo Huang,et al.  GeoVR: a web—based tool for virtual reality presentation from 2D GIS data , 1999 .

[2]  Zhihan Lv,et al.  Multimodal Hand and Foot Gesture Interaction for Handheld Devices , 2013, TOMM.

[3]  Zhihan Lv,et al.  Game On, Science - How Video Game Technology May Help Biologists Tackle Visualization Challenges , 2013, PloS one.

[4]  Stefan Müller Arisona,et al.  Spatiotemporal Visualisation: A Survey and Outlook: Digital Urban Modeling and Simulation , 2012 .

[5]  Fei Guo,et al.  Multiview image rectification algorithm for parallel camera arrays , 2014, J. Electronic Imaging.

[6]  Xiaoguang Yang,et al.  Location Optimization of Urban Passenger Transportation Terminal , 2010, 2010 International Conference on Optoelectronics and Image Processing.

[7]  Ping-Feng Pai,et al.  Revenue forecasting using a least-squares support vector regression model in a fuzzy environment , 2013, Inf. Sci..

[8]  Zhihan Lv,et al.  Change detection method for remote sensing images based on an improved Markov random field , 2017, Multimedia Tools and Applications.

[9]  Yi Wang,et al.  Maximum mutual information regularized classification , 2014, Eng. Appl. Artif. Intell..

[10]  Michael Batty,et al.  Detecting the dynamics of urban structure through spatial network analysis , 2014, Int. J. Geogr. Inf. Sci..

[11]  Zhihan Lv,et al.  WebVRGIS: A P2P Network Engine for VR Data and GIS Analysis , 2013, ICONIP.

[12]  Xu Ying,et al.  Collaborative Multi-hop Routing in Cognitive Wireless Networks , 2015, Wireless Personal Communications.

[13]  Zhihan Lv,et al.  A Self-Assessment Stereo Capture Model Applicable to the Internet of Things , 2015, Sensors.

[14]  Zhihan Lv,et al.  3D seabed modeling and visualization on ubiquitous context , 2014, SIGGRAPH ASIA Posters.

[15]  Yi Wang,et al.  Removing Sequential Bottlenecks in Analysis of Next-Generation Sequencing Data , 2014, 2014 IEEE International Parallel & Distributed Processing Symposium Workshops.

[16]  Ge Chen,et al.  WebVRGIS: WebGIS Based Interactive Online 3D Virtual Community , 2013, 2013 International Conference on Virtual Reality and Visualization.

[17]  Robert B. Ross,et al.  FusionFS: Toward supporting data-intensive scientific applications on extreme-scale high-performance computing systems , 2014, 2014 IEEE International Conference on Big Data (Big Data).

[18]  Yong Chen,et al.  WebVR - - Web Virtual Reality Engine Based on P2P network , 2011, J. Networks.

[19]  Stefan Müller Arisona,et al.  Spatiotemporal Visualisation: A Survey and Outlook , 2012 .

[20]  Dingde Jiang,et al.  Network coding-based energy-efficient multicast routing algorithm for multi-hop wireless networks , 2015, J. Syst. Softw..

[21]  Martin Breunig,et al.  3D geo-database research: Retrospective and future directions , 2011, Comput. Geosci..

[22]  Zhihan Lv,et al.  Finger in air: touch-less interaction on smartphone , 2013, MUM.

[23]  Michael Batty,et al.  Inferring building functions from a probabilistic model using public transportation data , 2014, Comput. Environ. Urban Syst..

[24]  William R. Sherman,et al.  Understanding Virtual RealityInterface, Application, and Design , 2002, Presence: Teleoperators & Virtual Environments.

[25]  Dingde Jiang,et al.  GARCH model-based large-scale IP traffic matrix estimation , 2009, IEEE Communications Letters.

[26]  N L Faust,et al.  The Virtual Reality of GIS , 1995 .

[27]  Zhihan Lv,et al.  Multimedia cloud transmission and storage system based on internet of things , 2017, Multimedia Tools and Applications.

[28]  Dingde Jiang,et al.  Joint time-frequency sparse estimation of large-scale network traffic , 2011, Comput. Networks.

[29]  Sen Guo,et al.  A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm , 2013, Knowl. Based Syst..

[30]  Ke Wang,et al.  ZHT: A Light-Weight Reliable Persistent Dynamic Scalable Zero-Hop Distributed Hash Table , 2013, 2013 IEEE 27th International Symposium on Parallel and Distributed Processing.

[31]  Mordechay E. Haklay.  Virtual Reality and GIS : applications , trends and directions , 2002 .

[32]  Ke Zhang,et al.  Research and Application of the 3D Virtual Community Based on WEBVR and RIA , 2009, Comput. Inf. Sci..

[33]  Zhihan Lv,et al.  Wearable Smartphone: Wearable Hybrid Framework for Hand and Foot Gesture Interaction on Smartphone , 2013, 2013 IEEE International Conference on Computer Vision Workshops.

[34]  Song Zhang,et al.  Fast log-Gabor-based nonlocal means image denoising methods , 2014, 2014 IEEE International Conference on Image Processing (ICIP).

[35]  Shan Gao,et al.  3D seabed: 3D modeling and visualization platform for the seabed , 2014, 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW).

[36]  Thomas Porathe,et al.  Design of human-map system interaction , 2008, CHI Extended Abstracts.

[37]  Janet Vertesi,et al.  Imaging the city: exploring the practices and technologies of representing the urban environment in HCI , 2007, CHI Extended Abstracts.

[38]  Jim Jing-Yan Wang,et al.  Regularized maximum correntropy machine , 2015, Neurocomputing.

[39]  M. Batty,et al.  Measuring variability of mobility patterns from multiday smart-card data , 2015, J. Comput. Sci..

[40]  William Ribarsky,et al.  Virtual GIS: a real-time 3D geographic information system , 1995, Proceedings Visualization '95.

[41]  Amin Hammad,et al.  Multi-touch screens for navigating 3D virtual environments in participatory urban planning , 2011, CHI EA '11.

[42]  Xu Zhang,et al.  A Radial Basis Function Spike Model for Indirect Learning via Integrate-and-Fire Sampling and Reconstruction Techniques , 2012, Adv. Artif. Neural Syst..

[43]  Michael Lang,et al.  Optimizing load balancing and data-locality with data-aware scheduling , 2014, 2014 IEEE International Conference on Big Data (Big Data).

[44]  Zhihan Lv,et al.  Touch-less interactive augmented reality game on vision-based wearable device , 2015, Personal and Ubiquitous Computing.

[45]  Bin Jiang,et al.  An integration of GIS, virtual reality and the Internet for visualization, analysis and exploration of spatial data , 2001, Int. J. Geogr. Inf. Sci..

[46]  Philip James,et al.  UTIS (Urban Transportation Information System) a geo-spatial transport database , 2000, GIS '00.

[47]  Mohammad Shahidehpour,et al.  Only Connect: Microgrids for Distribution System Restoration , 2014, IEEE Power and Energy Magazine.

[48]  Zhihan Lv,et al.  Multimodal Hand and Foot Gesture Interaction for Handheld Devices , 2014, TOMM.

[49]  Justin P. Coon,et al.  Combined bulk and per-tone relay selection in super dense wireless networks , 2015, 2015 IEEE International Conference on Communication Workshop (ICCW).

[50]  Harvey J. Miller,et al.  GIS Software for Measuring Space-Time Accessibility in Transportation Planning and Analysis , 2000, GeoInformatica.

[51]  LvZhihan,et al.  Multimedia cloud transmission and storage system based on internet of things , 2017 .