Title :
Extracting a gaze region with the history of view directions
Author :
Ukita, Norimichi ; Sakakihara, Akihito ; Kidode, Masatsugu
Author_Institution :
Graduate Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Japan
Abstract :
We propose a method for extracting a gaze region from an observed image by analyzing human´s view directions and image information. The view direction of the user, which is represented as a 2D gaze point in the observed image, is obtained by an eye-mark recorder at every image-capturing timing. All gaze points are translated to one of the images for extracting the gaze region based on the history of the view directions. The system divides all gaze points into several groups by comparing color information etc., and then generates several convex hulls as initial regions. Each initial region is extended based on its color information and the spatial distribution of the gaze points. All regions are finally integrated and regarded as the gaze region.
Keywords :
Kalman filters; cameras; edge detection; eye; feature extraction; image colour analysis; convex hull; eye-mark recorder; gaze region extraction; image-capturing timing; spatial distribution; Cameras; Data mining; History; Image analysis; Image color analysis; Image edge detection; Image segmentation; Information analysis; Information science; Timing;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333932