High-performance meshing processing of remote sensing data on large displays

Abstract Visualizing light detection and ranging (LIDAR) scans consisting of millions of points on large displays poses a significant challenge. High-resolution large displays allow researchers to examine point clouds in detail. However, how to interact with point clouds rendered on large displays is a difficult problem. We present a case study that visualizes LIDAR point clouds on a tiled display wall termed highly interactive-parallelized display (HIPerDisplay). It has twenty 24-inch liquid-crystal displays with a total resolution of 46 Mpixels. Interaction between the user and the display wall is achieved by using a video camera system that is able to track the position of a hand-held light ball device. A user holds it to manipulate point clouds on the HIPerDisplay. Case studies are conducted to study the LIDAR scans of slopes in the Houshanyue mountain areas in Taiwan. Experiments were conducted to examine the advantages of using the HIPerDisplay for point clouds in data postprocessing. The experiments assess two tasks for manipulating point cloud data designed to evaluate the efficiency of the interactive devices. To evaluate the efficiency of the system, a group of 30 graduate students participated in the experiment. User surveys were performed to evaluate the efficiency of the system and to discover the users’ opinions about using the interactive device in a large display environment. The results showed that the participants preferred to perform LIDAR data operation tasks on a high-resolution large display environment rather than on a single monitor. The results also showed that the HIPerDisplay offered superior performance for the processing of large LIDAR datasets.

[1]  Guillermo Sapiro,et al.  Comparing point clouds , 2004, SGP '04.

[2]  Falko Kuester,et al.  VR-based visual analytics of LIDAR data for cliff erosion assessment , 2007, VRST '07.

[3]  Chris North,et al.  A multiscale interaction technique for large, high-resolution displays , 2009, 2009 IEEE Symposium on 3D User Interfaces.

[4]  Debra F. Laefer,et al.  Viability assessment of terrestrial LiDAR for retaining wall monitoring , 2008 .

[5]  Xiaojun Bi,et al.  Effects of interior bezels of tiled-monitor large displays on visual search, tunnel steering, and target selection , 2010, CHI.

[6]  Gerald D. Morrison A camera-based input device for large interactive displays , 2005, IEEE Computer Graphics and Applications.

[7]  Xiaojun Bi,et al.  uPen: a smart pen-liked device for facilitating interaction on large displays , 2006, First IEEE International Workshop on Horizontal Interactive Human-Computer Systems (TABLETOP '06).

[8]  Mary Czerwinski,et al.  Large display research overview , 2006, Color Imaging Conference.

[9]  Falko Kuester,et al.  New Automated Point-Cloud Alignment for Ground-Based Light Detection and Ranging Data of Long Coastal Sections , 2011 .

[10]  Anu Pradhan,et al.  GIS and LiDAR Use for Identification of Potential Road Hazard Locations , 2009 .

[11]  Jongho Nang,et al.  Tile-Image Merging and Delivering for Virtual Camera Services on Tiled-Display for Real-Time Remote Collaboration , 2010, IEICE Trans. Inf. Syst..

[12]  Jean-François Lapointe,et al.  On-screen laser spot detection for large display interaction , 2005, IEEE International Workshop on Haptic Audio Visual Environments and their Applications.

[13]  A. Hedman Image Browsing on a Large Display , 2007, 2007 29th International Conference on Information Technology Interfaces.

[14]  Falko Kuester,et al.  CGLX: A Scalable, High-Performance Visualization Framework for Networked Display Environments , 2011, IEEE Transactions on Visualization and Computer Graphics.

[15]  Zuoxun Zeng,et al.  Using LiDAR Data Visualization to Investigate Origin of Uphill-Facing Scarps in Mountains, Alaska , 2009, 2009 International Conference on Environmental Science and Information Application Technology.

[16]  Richard May,et al.  A Survey of Large High-Resolution Display Technologies, Techniques, and Applications , 2006, IEEE Virtual Reality Conference (VR 2006).

[17]  Tsuyoshi Minakawa,et al.  Elliptic vs. Rectangular Blending for Multi-Projection Displays , 2004, IEICE Trans. Inf. Syst..

[18]  Chris North,et al.  Analysis of User Behavior on High-Resolution Tiled Displays , 2005, INTERACT.

[19]  Desney S. Tan,et al.  Physically large displays improve path integration in 3D virtual navigation tasks , 2004, CHI '04.

[20]  Joseph E. Dove,et al.  Remote Characterization of Rock Exposures Using Terrestrial LiDAR , 2008 .

[21]  Gilsoo Jang,et al.  Deforming NURBS Surfaces to Target Curves for Immersive VR Sketching , 2010, IEICE Trans. Inf. Syst..

[22]  Jeroen van Baar,et al.  A Multi-Projector Display System with Virtual Camera Method for Distortion Correction on Quadric Surface Screens , 2006, IEICE Trans. Inf. Syst..

[23]  Woontack Woo,et al.  A Framework for Virtual Reality with Tangible Augmented Reality-Based User Interface , 2006, IEICE Trans. Inf. Syst..

[24]  Makoto Sato,et al.  Immersive Multi-Projector Display on Hybrid Screens with Human-Scale Haptic Interface , 2005, IEICE Trans. Inf. Syst..

[25]  Patrick Baudisch,et al.  Improving drag-and-drop on wall-size displays , 2005, Graphics Interface.

[26]  Makoto Sato,et al.  A Haptic Interface for Two-Handed 6DOF Manipulation-SPIDAR-G&G System , 2004, IEICE Trans. Inf. Syst..

[27]  Sunghee Choi,et al.  The power crust , 2001, SMA '01.

[28]  Hans-Peter Seidel,et al.  An integrating approach to meshing scattered point data , 2005, SPM '05.

[29]  Hao Jiang,et al.  WeSpace: the design development and deployment of a walk-up and share multi-surface visual collaboration system , 2009, CHI.

[30]  Harald Reiterer,et al.  POSITION-INDEPENDENT INTERACTION FOR LARGE HIGH-RESOLUTION DISPLAYS , 2007 .

[31]  Chris North,et al.  Move to improve: promoting physical navigation to increase user performance with large displays , 2007, CHI.

[32]  Chris North,et al.  Effects of tiled high-resolution display on basic visualization and navigation tasks , 2005, CHI EA '05.

[33]  Liping Di,et al.  Laser Intensity Used in Classification of Lidar Point Cloud Data , 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

[34]  Hans Hagen,et al.  Tiled++: An Enhanced Tiled Hi-Res Display Wall , 2010, IEEE Transactions on Visualization and Computer Graphics.

[35]  Jonathan P. Stewart,et al.  Use of Airborne and Terrestrial Lidar to Detect Ground Displacement Hazards to Water Systems , 2009 .

[36]  Hao Jiang,et al.  LivOlay: interactive ad-hoc registration and overlapping of applications for collaborative visual exploration , 2008, CHI.

[37]  Dennis Proffitt,et al.  Large displays enhance spatial knowledge of a virtual environment , 2006, APGV '06.

[38]  Rob Aspin Supporting Collaboration, in Colocated 3D Visualization, through the Use of Remote Personal Interfaces , 2007 .

[39]  Toshio Moriya,et al.  Method to generate images for a motion-base in an Immersive display environment , 2003 .

[40]  Falko Kuester,et al.  Rapid Response to Seacliff Erosion in San Diego County, California Using Terrestrial LIDAR , 2008 .