Object tracking system using statistical modeling and geometric relationship
First Claim
1. A method of identifying an object in a first image using a computer and a second image, the second image having a first set of points that aid in identifying the object and a second set of points that aid in identifying the object, the first set of points having a geometric relationship with the second set of points, the method comprising the steps of:
- accessing a statistical model corresponding to the first set of points;
accessing a characteristic corresponding to the second set of points;
generating a value set from the first image, the statistical model, the characteristic, and the geometric relationship, the value set indicating a likely location of the object in the first image; and
locating the object in the first image using the value set.
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Abstract
A system and method which identifies an object in an image. The system accesses a statistical model corresponding to a statistically identifying feature of the object and accesses a characteristic corresponding to a second identifying feature of the object. The system generates a value set from the image, the statistical model, the characteristic, and a geometric relationship. The value set indicates a likely location of the object in the image. The object is located using the value set.
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Citations
36 Claims
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1. A method of identifying an object in a first image using a computer and a second image, the second image having a first set of points that aid in identifying the object and a second set of points that aid in identifying the object, the first set of points having a geometric relationship with the second set of points, the method comprising the steps of:
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accessing a statistical model corresponding to the first set of points; accessing a characteristic corresponding to the second set of points; generating a value set from the first image, the statistical model, the characteristic, and the geometric relationship, the value set indicating a likely location of the object in the first image; and locating the object in the first image using the value set. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A method of identifying an object in a first image, the method comprising the steps of:
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accessing a second image, the second image including a third image identifying the object; generating a first model from the third image;
the first model corresponding to a first statistical analysis of a first part of the third image;generating a second model from the third image, the second model corresponding to a characteristic of a second part of the third image, the second part having a geometric relationship with the first part; accessing the first image; generating a value set from the first image, the first model, the second model, and the geometric relationship, the value set indicating a likely location of the object in the first image; and using the value set to identify the object in the first image. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. A method of determining a likely location of an object in an first image, the method comprising the steps of:
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receiving a modeling image, the modeling image including an image of the object; generating a first color histogram from the modeling image, the first color histogram corresponding to a first region of the object, the first region also corresponding to the image of the object; generating a second color histogram from the modeling image, the second color histogram corresponding to a second region of the object; receiving the first image; and generating a value set from the first image, the first color histogram, the second color histogram, and a geometric relationship between the first region and the second region, the value set having values indicating a likely location of the object in the first image. - View Dependent Claims (21, 22, 23, 24, 25, 26, 27, 28, 29)
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30. An object tracking system for tracking an object in a tracking image, the object tracking system comprising:
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a camera; and a computer system coupled to the camera, the computer system having a memory, a processor, and an object identification procedure, the object identification procedure including, a modeling procedure that generates a first statistical model of a first region of the object and a second statistical model of a second region of the object based on a modeling image, the first region having a first geometric relationship with the second region, and a tracking procedure that locates the object at a location in the tracking image and generates a set of camera controls for the camera responsive to determining the location, the location having a first portion of the tracking image corresponding to the first statistical model and having a second portion of the tracking image corresponding to the second statistical model, wherein the first portion has a second geometric relationship with the second portion, the second geometric relationship corresponding to the first geometric relationship. - View Dependent Claims (31, 32, 33, 34, 35, 36)
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Specification