Object tracking apparatus calculating tendency of color change in image data regions
View Patent ↗An object tracking apparatus tracks an object on image data captured continuously. The object tracking apparatus includes an object color adjusting unit and a particle filter processing unit. The object color adjusting unit calculates tendency of color change in regions on image data and adjusts a color of the object set as an object color based on the tendency of color change to obtain a reference color. The particle filter processing unit estimates a region corresponding to the object on image data based on likelihood of each particle calculated by comparing a color around each particle with the reference color, using particles which move on image data according to a predefined rule.
1. An object tracking apparatus that tracks an object on image data captured continuously, comprising:
a tracked object designation receiving unit that receives designation of an object to be tracked on image data;
an object color setting unit that sets, as an object color, a color of the designated object to be tracked on image data;
an object color adjusting unit that calculates tendency of color change in regions on image data and adjusts the set object color based on the calculated tendency of color change to obtain a reference color;
wherein the object color adjusting unit removes color change in an unnecessary region from the color change in the regions in the calculation for overcoming appearance change of the object; and
a particle filter processing unit that estimates a region corresponding to the designated object to be tracked on image data based on likelihood of each particle calculated by comparing a color around each particle with the obtained reference color, using particles which move on image data according to a predefined rule.
2. An object tracking apparatus that tracks an object on image data captured continuously, comprising:
a tracked object designation receiving unit that receives designation of an object to be tracked on image data;
an object color setting unit that sets, as an object color, a color of the designated object to be tracked on image data;
an object color adjusting unit that obtains as reference colors, colors normally-distributed around the set of object color such that the number of particles decreases with an increase in an amount of color change from the set object color, thereby the set of object color is adjusted by each particle; and
a particle filter processing unit that estimates a region corresponding to the designated object to be tracked on image data based on likelihood of each particle calculated by comparing a color around each particle with a reference color obtained by each particle, using particles which move on image data according to a predefined rule.
3. The object tracking apparatus according to claim 1 , wherein the unnecessary region is a region where tendency of color change differs from one in the other region.