CSDL Home IEEE Transactions on Pattern Analysis & Machine Intelligence 2012 vol.34 Issue No.05 - May
Issue No.05 - May (2012 vol.34)
Chris McCarthy , Australian National University, Canberra
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TPAMI.2012.27
We present a new visual control input from optical flow divergence enabling the design of novel, unified control laws for docking and landing. While divergence-based time-to-contact estimation is well understood, the use of divergence in visual control currently assumes knowledge of surface orientation, and/or egomotion. There exists no directly observable visual cue capable of supporting approaches to surfaces of arbitrary orientation under general motion. Central to our measure is the use of the maximum flow field divergence on the view sphere (max-div). We prove kinematic properties governing the location of max-div, and show that max-div provides a temporal measure of proximity. From this, we contribute novel control laws for regulating both approach velocity and angle of approach toward planar surfaces of arbitrary orientation, without structure-from-motion recovery. The strategy is tested in simulation, over real image sequences and in closed-loop control of docking/landing maneuvers on a mobile platform.
Robot vision, visuo-motor control, visual navigation, optical flow.
Chris McCarthy, "A Unified Strategy for Landing and Docking Using Spherical Flow Divergence", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.34, no. 5, pp. 1024-1031, May 2012, doi:10.1109/TPAMI.2012.27