Object tracking device

1. An object tracking device comprising:

a superimposed image creation unit configured to create a plurality of superimposed images in which each of a plurality of non-tracking object images which do not include an image feature of a tracking object is superimposed on a tracking object section image which includes the image feature of the tracking object;

a discriminator creation unit configured to learn at least one of an image feature and position information of the tracking object, based on the plurality of superimposed images to create a discriminator; and

a tracking object specifying unit configured to specify at least one of the image feature and the position information of the tracking object in a tracked image including the image feature of the tracking object, based on the discriminator and the tracked image.

2. The object tracking device according to claim 1 , comprising:

an input unit configured to previously input a teacher image which specifies the image feature of the tracking object; and

the discriminator creation unit configured to learn at least one of the image feature and the position information of the tracking object, based on the plurality of superimposed images and the teacher image to create a discriminator.

3. The object tracking device according to claim 1 , comprising a non-tracking object image edition unit configured to derive the number of non-tracking object images, based on a size of the image feature of the tracking object, a resolution of the image, and a preset tracking accuracy, so as to create the non-tracking object image according to the derived number.

4. The object tracking device according to claim 1 , comprising:

an image separation unit configured to separate and extract the tracking object section image which includes the image feature of the tracking object and the separation non-tracking object image which does not include the image feature of the tracking object, from a learning original image including the image feature of the tracking object;

a non-tracking object image edition unit configured to edit the separation non-tracking object image to create the plurality of edited non-tracking object images; and

the superimposed image creation unit configured to create the superimposed image based on the tracking object section image and the non-tracking object image.

5. The object tracking device according to claim 1 , comprising:

an image separation unit configured to separate and extract the tracking object section image which includes the image feature of the tracking object and the separation non-tracking object image which does not include the image feature of the tracking object, from an original image including the image feature of the tracking object;

an obstacle image acquisition unit configured to acquire an image of an obstacle which is not included in the original image and is included in the tracked image;

a non-tracking object image edition unit configured to edit at least one of the separation non-tracking object image and the image of the obstacle to create a plurality of edited non-tracking object images; and

the superimposed image creation unit configured to create the superimposed image based on the tracking object section image and the non-tracking object image.

6. The object tracking device according to claim 4 , comprising the image separation unit configured to separate and extract the tracking object section image and the separation non-tracking object image, from the learning original image including the image feature of the tracking object, based on contrast information of the image feature of the tracking object.

7. The object tracking device according to claim 1 , comprising a tracking accuracy evaluation unit configured to evaluate a tracking accuracy of the tracking object, based on an image for evaluation in which at least one of the image feature and the position information of the tracking object is preset, and the discriminator.

8. The object tracking device according to claim 7 , comprising the discriminator creation unit configured to increase the number of non-tracking object images to recreate the discriminator, when the tracking accuracy by the tracking accuracy evaluation unit does not reach a preset accuracy.