Title :
Chromatic adaptation pre-filtering effect on visual based motion strategies
Author :
Bianco, Giovanni ; Rizzi, Alessandro
Author_Institution :
Comput. Sci. Service, Verona Univ., Italy
Abstract :
This paper analyzes the effects of the application of visual adaptation mechanisms on snapshot-based guidance methods. The guidance principle of the visual homing is proven to be a visual potential function with an equilibrium point located at the goal position. The presence of a potential function means that classical control theory principles based on the Lyapunov functions can be applied to assess the robustness of the navigation strategy. The proposed adaptation mechanism is the Retinex algorithm, a blind chromatic adaptation pre-filtering that performs color constancy with no a priori information about the illuminant. It increases the visual information similarity under changes in the illuminant, increasing the robustness of the visual guidance. Tests and comparisons are presented
Keywords :
Lyapunov methods; computer vision; computerised navigation; filtering theory; image colour analysis; robots; Lyapunov functions; Retinex algorithm; chromatic adaptation prefiltering; color constancy; filtering; navigation; snapshot-based guidance; visual guidance; visual homing; visual potential function; Application software; Computer science; Control theory; Humans; Integrated circuit modeling; Machine vision; Navigation; Robot kinematics; Robotics and automation; Robustness;
Conference_Titel :
Intelligent Robots and Systems, 2000. (IROS 2000). Proceedings. 2000 IEEE/RSJ International Conference on
Conference_Location :
Takamatsu
Print_ISBN :
0-7803-6348-5
DOI :
10.1109/IROS.2000.895309