Drone-Augmented Human Vision: Exocentric Control for Drones Exploring Hidden Areas

Drones allow exploring dangerous or impassable areas safely from a distant point of view. However, flight control from an egocentric view in narrow or constrained environments can be challenging. Arguably, an exocentric view would afford a better overview and, thus, more intuitive flight control of the drone. Unfortunately, such an exocentric view is unavailable when exploring indoor environments. This paper investigates the potential of drone-augmented human vision, i.e., of exploring the environment and controlling the drone indirectly from an exocentric viewpoint. If used with a see-through display, this approach can simulate X-ray vision to provide a natural view into an otherwise occluded environment. The user's view is synthesized from a three-dimensional reconstruction of the indoor environment using image-based rendering. This user interface is designed to reduce the cognitive load of the drone's flight control. The user can concentrate on the exploration of the inaccessible space, while flight control is largely delegated to the drone's autopilot system. We assess our system with a first experiment showing how drone-augmented human vision supports spatial understanding and improves natural interaction with the drone.

[1]  Hiroshi Ishii,et al.  exTouch: spatially-aware embodied manipulation of actuated objects mediated by augmented reality , 2013, TEI '13.

[2]  Randy Pausch,et al.  Virtual reality on a WIM: interactive worlds in miniature , 1995, CHI '95.

[3]  Steven K. Feiner,et al.  Architectural Anatomy , 1995, Presence: Teleoperators & Virtual Environments.

[4]  Jessie Y. C. Chen,et al.  Human Performance Issues and User Interface Design for Teleoperated Robots , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[5]  Ivan Poupyrev,et al.  The MagicBook - Moving Seamlessly between Reality and Virtuality , 2001, IEEE Computer Graphics and Applications.

[6]  I. Scott MacKenzie,et al.  The use of gaze to control drones , 2014, ETRA.

[7]  Helmut Hlavacs,et al.  Using Drones for Virtual Tourism , 2014, ICEC 2014.

[8]  Paul Y. Oh,et al.  Development and Evaluation of a Chase View for UAV Operations in Cluttered Environments , 2010, J. Intell. Robotic Syst..

[9]  Dieter Schmalstieg,et al.  Micro Aerial Projector - stabilizing projected images of an airborne robotics projection platform , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[10]  Morgan Quigley,et al.  ROS: an open-source Robot Operating System , 2009, ICRA 2009.

[11]  Frederick P. Brooks,et al.  Moving objects in space: exploiting proprioception in virtual-environment interaction , 1997, SIGGRAPH.

[12]  Takeo Igarashi,et al.  A teleoperating interface for ground vehicles using autonomous flying cameras , 2013, 2013 23rd International Conference on Artificial Reality and Telexistence (ICAT).

[13]  Jun Rekimoto,et al.  JackIn: integrating first-person view with out-of-body vision generation for human-human augmentation , 2014, AH.

[14]  Holger Regenbrecht,et al.  Techniques for view transition in multi-camera outdoor environments , 2010, Graphics Interface.

[15]  Thierry Duval,et al.  Generation and VR visualization of 3D point clouds for drone target validation assisted by an operator , 2016, 2016 8th Computer Science and Electronic Engineering (CEEC).

[16]  J. Rekimoto,et al.  Flying head: a head motion synchronization mechanism for unmanned aerial vehicle control , 2013, CHI Extended Abstracts.

[17]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[18]  Marc Pollefeys,et al.  Vision-based autonomous mapping and exploration using a quadrotor MAV , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[19]  Yuichi Ohta,et al.  Outdoor see-through vision utilizing surveillance cameras , 2004, Third IEEE and ACM International Symposium on Mixed and Augmented Reality.

[20]  Arindam Dey,et al.  Egocentric space-distorting visualizations for rapid environment exploration in mobile mixed reality , 2009, 2010 IEEE Virtual Reality Conference (VR).

[21]  Dieter Schmalstieg,et al.  Transitional Augmented Reality navigation for live captured scenes , 2014, 2014 IEEE Virtual Reality (VR).

[22]  Fumitoshi Matsuno,et al.  Time Follower's Vision: a teleoperation interface with past images , 2005, IEEE Computer Graphics and Applications.

[23]  Bruce H. Thomas,et al.  Visualizing Occluded Physical Objects in Unfamiliar Outdoor Augmented Reality Environments , 2007, 2007 6th IEEE and ACM International Symposium on Mixed and Augmented Reality.

[24]  Marc Pollefeys,et al.  PIXHAWK: A system for autonomous flight using onboard computer vision , 2011, 2011 IEEE International Conference on Robotics and Automation.

[25]  T. Igarashi,et al.  TouchMe : An Augmented Reality Based Remote Robot Manipulation , 2011 .

[26]  Tobias Höllerer,et al.  Interactive Perspective Cut-away Views for General 3D Scenes , 2006, 3D User Interfaces (3DUI'06).

[27]  Arindam Dey,et al.  An Augmented Reality X-Ray system based on visual saliency , 2010, 2010 IEEE International Symposium on Mixed and Augmented Reality.

[28]  Suya You,et al.  Augmented virtual environments (AVE): dynamic fusion of imagery and 3D models , 2003, IEEE Virtual Reality, 2003. Proceedings..

[29]  Bruce H. Thomas,et al.  Augmented Viewport: An action at a distance technique for outdoor AR using distant and zoom lens cameras , 2010, International Symposium on Wearable Computers (ISWC) 2010.

[30]  Christian Sandor,et al.  Improving Spatial Perception for Augmented Reality X-Ray Vision , 2009, 2009 IEEE Virtual Reality Conference.

[31]  Stefanie Zollmann,et al.  FlyAR: Augmented Reality Supported Micro Aerial Vehicle Navigation , 2014, IEEE Transactions on Visualization and Computer Graphics.

[32]  Kwangsu Cho,et al.  Fly a Drone Safely: Evaluation of an Embodied Egocentric Drone Controller Interface , 2016, Interact. Comput..

[33]  Yasamin Mostofi,et al.  3D Through-Wall Imaging with Unmanned Aerial Vehicles Using WiFi , 2017, 2017 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN).

[34]  Yi Wang,et al.  Contextualized Videos: Combining Videos with Environment Models to Support Situational Understanding , 2007, IEEE Transactions on Visualization and Computer Graphics.