Face detection apparatus, face detection method, and program
First Claim
1. A face detection apparatus detecting a face from an image which includes the face of a target person in a region imaged by an imaging unit, the apparatus comprising:
- a model fitting unit that generates a first model of the face on the basis of a first image from the imaging unit, the first model including model face parts;
a position detection unit that detects positions of image face parts of the face on the basis of a second image from the imaging unit; and
a comparison unit that determines whether or not a deviation occurs between the positions of the model face parts in the first model and the positions of corresponding image face parts of the second image detected by the position detection unit,wherein, when the comparison unit determines that the deviation occurs, the model fitting unit generates a second model of the face with positions of the model face parts updated on the basis of the second image.
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Abstract
A face detection apparatus detecting a face from an image including the face of a target person in a region imaged by an imaging unit, includes: a model fitting unit generating a first model of the face based on a first image from the imaging unit; a tracking unit fitting the first model to a second image from the imaging unit; a position detection unit detecting positions of face parts based on the second image; and a comparison unit determining whether or not a deviation occurs between the positions of the face parts in the first model fitted by the tracking unit and the positions of the face parts detected by the position detection unit. When the comparison unit determines that the deviation occurs, the model fitting unit generates a second model of the face based on the second image.
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Citations
7 Claims
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1. A face detection apparatus detecting a face from an image which includes the face of a target person in a region imaged by an imaging unit, the apparatus comprising:
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a model fitting unit that generates a first model of the face on the basis of a first image from the imaging unit, the first model including model face parts; a position detection unit that detects positions of image face parts of the face on the basis of a second image from the imaging unit; and a comparison unit that determines whether or not a deviation occurs between the positions of the model face parts in the first model and the positions of corresponding image face parts of the second image detected by the position detection unit, wherein, when the comparison unit determines that the deviation occurs, the model fitting unit generates a second model of the face with positions of the model face parts updated on the basis of the second image. - View Dependent Claims (2, 3, 4, 5)
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6. A face detection method comprising:
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acquiring a first image including a face of a target person in a region from an imaging unit; causing a model fitting unit to generate a first model of the face on the basis of the first image from the imaging unit, the first model including model face parts; acquiring a second image including the face from the imaging unit; causing a position detection unit to detect positions of image face parts of the face on the basis of the second image along with the fitting of the first model; causing a comparison unit to determine whether or not a deviation occurs between the positions of the model face parts in the first model and the positions of corresponding image face parts of the second image detected by the position detection unit; and causing the model fitting unit to generate a second model of the face with positions of the model face parts updated on the basis of the second image when the comparison unit determines that the deviation occurs.
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7. A non-transitory computer-readable medium storing a program for detecting a face from an image which includes the face of a target person in a region imaged by an imaging unit, the program causing a computer to function as:
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a model fitting unit configured to generate a first model of the face on the basis of a first image from the imaging unit, the first model including model face parts; a position detection unit configured to detect positions of image face parts of the face on the basis of a second image from the imaging unit along with the fitting of the first model performed by the tracking unit; and a comparison unit configured to determine whether or not a deviation occurs between the positions of the model face parts in the first model and the positions of corresponding image face parts of the second image detected by the position detection unit, wherein, when the comparison unit determines that the deviation occurs, the model fitting unit generates a second model of the face with positions of the model face parts updated on the basis of the second image.
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Specification