A Depth Space Approach for Evaluating Distance to Objects

作者: Fabrizio Flacco , Torsten Kroeger , Alessandro De Luca , Oussama Khatib

DOI: 10.1007/S10846-014-0146-2

关键词:

摘要: We present a novel approach to estimate the distance between a generic point in the Cartesian space and objects detected with a depth sensor. This information is crucial in many robotic applications, eg, for collision avoidance, contact point identification, and augmented reality. The key idea is to perform all distance evaluations directly in the depth space. This allows distance estimation by considering also the frustum generated by the pixel on the depth image, which takes into account both the pixel size and the occluded …

参考文章(24)
Yi Ma, Stefano Soatto, Jana Košecká, S. Shankar Sastry, An Invitation to 3-D Vision Springer New York. ,(2004) , 10.1007/978-0-387-21779-6
Thammathip Piumsomboon, Mark Billinghurst, Adrian Clark, Physically-based Interaction for Tabletop Augmented Reality Using a Depth-sensing Camera for Environment Mapping pp. 161- 166 ,(2011)
Facundo Memoli, Guillermo Sapiro, Distance functions and geodesics on points clouds Defense Technical Information Center. ,(2005) , 10.21236/ADA437158
B. Peasley, S. Birchfield, Real-time obstacle detection and avoidance in the presence of specular surfaces using an active 3D sensor 2013 IEEE Workshop on Robot Vision (WORV). pp. 197- 202 ,(2013) , 10.1109/WORV.2013.6521938
Maxime Meilland, Andrew I. Comport, On unifying key-frame and voxel-based dense visual SLAM at large scales intelligent robots and systems. pp. 3677- 3683 ,(2013) , 10.1109/IROS.2013.6696881
Stefano Soatto, Yi Ma, S. Shankar Sastry, Jana Koseck, An Invitation to 3-D Vision: From Images to Geometric Models ,(2003)
Alessandro De Luca, Fabrizio Flacco, Integrated control for pHRI: Collision avoidance, detection, reaction and collaboration ieee international conference on biomedical robotics and biomechatronics. pp. 288- 295 ,(2012) , 10.1109/BIOROB.2012.6290917
Fabrizio Flacco, Alessandro De Luca, Oussama Khatib, Motion control of redundant robots under joint constraints: Saturation in the Null Space international conference on robotics and automation. pp. 285- 292 ,(2012) , 10.1109/ICRA.2012.6225376
Panjawee Rakprayoon, Miti Ruchanurucks, Ada Coundoul, Kinect-based obstacle detection for manipulator ieee/sice international symposium on system integration. pp. 68- 73 ,(2011) , 10.1109/SII.2011.6147421
Andrea Cherubini, Robin Passama, Arnaud Meline, Andre Crosnier, Philippe Fraisse, Multimodal control for human-robot cooperation intelligent robots and systems. pp. 2202- 2207 ,(2013) , 10.1109/IROS.2013.6696664