Robust 6-DOF immersive navigation using commodity hardware

作者: L. Carozza , F. Bosché , M. Abdel-Wahab

DOI: 10.1145/2671015.2671115

关键词:

摘要: In this paper we present a novel visual-inertial 6-DOF localization approach that can be directly integrated in wearable immersive system for simulation and training. context, while CAVE environments typically require complex expensive set-up, our relies on visual inertial information provided by commodity hardware, i.e. consumer monocular camera an Inertial Measurement Unit (IMU).We propose robust pipeline based state-of-the-art image-based sensor fusion approaches. A loosely-coupled approach, which makes use of orientation from the IMU, is employed to cope with failures tracking (e.g. due fast motion) order limit motion jitters. Fast smooth re-localization also track position following outage guarantee continued operation. The then used render consistently VR contents stereoscopic HMD. proposed system, demonstrated context Construction, runs at 30 fps standard PC requires very limited set-up its intended application.

参考文章(17)
Jared Heinly, Enrique Dunn, Jan-Michael Frahm, Comparative Evaluation of Binary Features Computer Vision – ECCV 2012. pp. 759- 773 ,(2012) , 10.1007/978-3-642-33709-3_54
Laura Perea, Jonathan How, Louis Breger, Pedro Elosegui, Nonlinearity in Sensor Fusion: Divergence Issues in EKF, modified truncated SOF, and UKF AIAA Guidance, Navigation and Control Conference and Exhibit. ,(2007) , 10.2514/6.2007-6514
Weiya Chen, Anthony Plancoulaine, Nicolas Férey, Damien Touraine, Julien Nelson, Patrick Bourdot, 6DoF navigation in virtual worlds: comparison of joystick-based and head-controlled paradigms virtual reality software and technology. pp. 111- 114 ,(2013) , 10.1145/2503713.2503754
Michael Aron, Gilles Simon, Marie-Odile Berger, Use of inertial sensors to support video tracking Computer Animation and Virtual Worlds. ,vol. 18, pp. 57- 68 ,(2007) , 10.1002/CAV.161
Carolina Cruz-Neira, Daniel J. Sandin, Thomas A. DeFanti, Robert V. Kenyon, John C. Hart, The CAVE: audio visual experience automatic virtual environment Communications of the ACM. ,vol. 35, pp. 64- 72 ,(1992) , 10.1145/129888.129892
Betsy Williams, Gayathri Narasimham, Bjoern Rump, Timothy P. McNamara, Thomas H. Carr, John Rieser, Bobby Bodenheimer, Exploring large virtual environments with an HMD when physical space is limited applied perception in graphics and visualization. pp. 41- 48 ,(2007) , 10.1145/1272582.1272590
Bert M. Haralick, Chung-Nan Lee, Karsten Ottenberg, Michael Nölle, Review and analysis of solutions of the three point perspective pose estimation problem International Journal of Computer Vision. ,vol. 13, pp. 331- 356 ,(1994) , 10.1007/BF02028352
Gabriele Bleser, Didier Stricker, Advanced tracking through efficient image processing and visual-inertial sensor fusion ieee virtual reality conference. pp. 137- 144 ,(2008) , 10.1109/VR.2008.4480765
Hyon Lim, S. N. Sinha, M. F. Cohen, M. Uyttendaele, Real-time image-based 6-DOF localization in large-scale environments computer vision and pattern recognition. pp. 1043- 1050 ,(2012) , 10.1109/CVPR.2012.6247782
Steffen Gauglitz, Tobias Höllerer, Matthew Turk, Evaluation of Interest Point Detectors and Feature Descriptors for Visual Tracking International Journal of Computer Vision. ,vol. 94, pp. 335- 360 ,(2011) , 10.1007/S11263-011-0431-5