Title :
Color in attention control
Author :
Erkent, Özgür ; Bozma, H. Isil
Author_Institution :
Elektrik ve Elektron. Muhendisligi Bolumu, Bogazici Univ., Istanbul
Abstract :
This paper addresses a simplified version of attention control - where a robot is asked to attend to scene points with a priori specified color. Differing from the classical approaches, in which generating fixations is based on explicit search, we introduce the requirement that the search strategy must be accompanied by a series of saccades whose nature control the fixation process. In the explicit search approach, first, the scene point whose color is most similar to the ldquolooked-forrdquo color is determined and then the camera is made to move to that point. In the artificial potential functions approach, the two stages are merged together where the camera simply starts moving towards a point whose color is similar to the target color - although not necessarily the most similar. We present working implementations of the two approaches - reporting actual experiments with an attentive robot and comparing the resulting search behaviors.
Keywords :
cameras; image colour analysis; query formulation; robot vision; artificial potential functions approach; attention control; attentive robot; camera; explicit search; fixation process; search strategy; target color; Cameras; Layout; Process control; Robot vision systems;
Conference_Titel :
Signal Processing and Communications Applications Conference, 2009. SIU 2009. IEEE 17th
Conference_Location :
Antalya
Print_ISBN :
978-1-4244-4435-9
Electronic_ISBN :
978-1-4244-4436-6
DOI :
10.1109/SIU.2009.5136369