Vehicle area detecting apparatus and vehicle area determining method
First Claim
1. A vehicle area detecting apparatus, comprising:
- imaging means mounted on a vehicle for producing an image of an object; and
vehicle area detecting means mounted on the vehicle for detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting means detects the vehicle area when the vehicle area includes an image for which either one of the conditions of a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area exceeds a predetermined threshold value.
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Abstract
A vehicle area detector correctly detects a vehicle area. The vehicle area detector detects a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle. For the correct detection of the vehicle area, the detector includes a horizontal symmetry evaluator to evaluate a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a variance evaluator to evaluate a degree of variance in the degree of gradation in the image of the area, a lower-area mean gradation evaluator to evaluate a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area exceeds a predetermined threshold value, and an area determining unit to determine a vehicle candidate area as the vehicle area in accordance with results of evaluation from the symmetry evaluator, the variance evaluator, and the lower-are mean gradation evaluator.
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Citations
24 Claims
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1. A vehicle area detecting apparatus, comprising:
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imaging means mounted on a vehicle for producing an image of an object; and
vehicle area detecting means mounted on the vehicle for detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting means detects the vehicle area when the vehicle area includes an image for which either one of the conditions of a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area exceeds a predetermined threshold value.
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2. A vehicle area detecting apparatus, comprising:
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imaging means mounted on a vehicle for producing an image of an object; and
vehicle area detecting means mounted on the vehicle for detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting means detects the vehicle area when the vehicle area includes an image for which two of the conditions of a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area exceed respective predetermined threshold values.
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3. A vehicle area detecting apparatus, comprising:
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imaging means mounted on a vehicle for producing an image of an object; and
vehicle area detecting means mounted on the vehicle for detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting means detects the vehicle area when the vehicle area includes an image for which a degree of horizontal symmetry with respect to a degree of gradation in the image of the area is larger than a predetermined threshold value, a degree of variance in the degree of gradation in the image of the area is larger than a predetermined threshold value, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area is larger than a predetermined threshold value.
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4. A vehicle area detecting apparatus, comprising:
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imaging means mounted on a vehicle for producing an image of an object; and
vehicle area detecting means mounted on the vehicle for detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting means detects the vehicle area as an area at a position substantially equal to that of the vehicle area when the area satisfies up to this point a predetermined number of times either one of a condition for a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a condition for a degree of variance in the degree of gradation in the image of the area, and a condition for a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area.
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5. A vehicle area detecting apparatus, comprising:
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imaging means mounted on a vehicle for producing an image of an object; and
vehicle area detecting means mounted on the vehicle for detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting means detects the vehicle area as an area at a position substantially equal to that of the vehicle area when the area satisfies up to this point a predetermined number of times two of the conditions for a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area.
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6. A vehicle area detecting apparatus, comprising:
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imaging means mounted on a vehicle for producing an image of an object; and
vehicle area detecting means mounted on the vehicle for detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting means detects the vehicle area as an area at a position substantially equal to that of the vehicle area when the area satisfies up to this point a predetermined number of times the conditions for a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area.
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7. A vehicle area detecting apparatus for detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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horizontal symmetry evaluating means for evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, variance evaluating means for evaluating a degree of variance in the degree of gradation in the image of the area, mean gradation evaluating means for evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area; and
area determining means for determining a vehicle candidate area as the vehicle area when either one of results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceeds a predetermined threshold value.
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8. A vehicle area detecting apparatus for detecting a vehicle area in a vehicle candidate area having a probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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horizontal symmetry evaluating means for evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, variance evaluating means for evaluating a degree of variance in the degree of gradation in the image of the area, mean gradation evaluating means for evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area; and
area determining means for determining a vehicle candidate area as the vehicle area when two of the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceed respective predetermined threshold values.
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9. A vehicle area detecting apparatus for detecting a vehicle area in a vehicle candidate area having a probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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horizontal symmetry evaluating means for evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, variance evaluating means for evaluating a degree of variance in the degree of gradation in the image of the area, mean gradation evaluating means for evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area; and
area determining means for determining a vehicle candidate area as the vehicle area when the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceed respective predetermined threshold values.
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10. A vehicle area detecting apparatus for detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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horizontal symmetry evaluating means for evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, variance evaluating means for evaluating a degree of variance in the degree of gradation in the image of the area, mean gradation evaluating means for evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area;
area determining means for determining a vehicle candidate area as the vehicle area when either one of the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceeds a predetermined threshold value; and
area evaluating means for detecting a vehicle candidate area at a position substantially equal to that of a vehicle candidate area as the vehicle area when an event in which either one of the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceeds a predetermined threshold value is detected up to this point a predetermined number of times for the vehicle candidate area by the area determining means.
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11. A vehicle area detecting apparatus for detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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horizontal symmetry evaluating means for evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, variance evaluating means for evaluating a degree of variance in the degree of gradation in the image of the area, mean gradation evaluating means for evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area;
area determining means for determining a vehicle candidate area as the vehicle area when two of the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceed respective predetermined threshold values; and
area determining means for detecting a vehicle candidate area at a position substantially equal to that of a vehicle candidate area as the vehicle area when an event in which two of the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceed respective predetermined threshold values is detected up to this point a predetermined number of times for the vehicle candidate area by the area determining means.
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12. A vehicle area detecting apparatus for detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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horizontal symmetry evaluating means for evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, variance evaluating means for evaluating a degree of variance in the degree of gradation in the image of the area, mean gradation evaluating means for evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area;
area determining means for determining a vehicle candidate area as the vehicle area when the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceed respective predetermined threshold values; and
area determining means for detecting a vehicle candidate area at a position substantially equal to that of a vehicle candidate area as the vehicle area when an event in which the results of evaluation from the symmetry evaluating means, the variance evaluating means, and the mean gradation evaluating means exceed respective predetermined threshold values is detected up to this point a predetermined number of times for the vehicle candidate area by the area determining means.
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13. A vehicle area detecting method, comprising the steps of:
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imaging an image of an object; and
detecting a vehicle area including a vehicle in the image produced by the imaging step, wherein the vehicle area detecting step includes the step of detecting the vehicle area when the vehicle area includes an image for which either one of the conditions a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area exceeds a predetermined threshold value.
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14. A vehicle area detecting method, comprising the steps of:
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imaging an image of an object; and
detecting a vehicle area including a vehicle in the image produced by the imaging step, wherein the vehicle area detecting step includes the step of detecting the vehicle area when the vehicle area includes an image for which two of the conditions of a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area exceed respective predetermined threshold values.
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15. A vehicle area detecting method, comprising the steps of:
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imaging an image of an object; and
detecting a vehicle area including a vehicle in the image produced by the imaging step, wherein the vehicle area detecting step includes the step of detecting the vehicle area when the vehicle area includes an image for which a degree of horizontal symmetry with respect to a degree of gradation in the image of the area is larger than a predetermined threshold value, a degree of variance in the degree of gradation in the image of the area is larger than a predetermined threshold value, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area is larger than a predetermined threshold value.
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16. A vehicle area detecting method, comprising the steps of:
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imaging an image of an object; and
detecting a vehicle area including a vehicle in the image produced by the imaging step, wherein the vehicle area detecting step includes the step of detecting the vehicle area as an area at a position substantially equal to that of the vehicle area when the area satisfies up to this point a predetermined number of times either one of a condition for a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a condition for a degree of variance in the degree of gradation in the image of the area, and a condition for a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area.
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17. A vehicle area detecting method, comprising the steps of:
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imaging an image of an object; and
detecting a vehicle area including a vehicle in the image produced by the imaging step, wherein the vehicle area detecting step includes the step of detecting the vehicle area as an area at a position substantially equal to that of the vehicle area when the area satisfies up to this point a predetermined number of times two of the conditions of a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area.
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18. A vehicle area detecting method, comprising the steps of:
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imaging an image of an object; and
detecting a vehicle area including a vehicle in the image produced by the imaging means, wherein the vehicle area detecting step includes the step of detecting the vehicle area as an area at a position substantially equal to that of the vehicle area when the area satisfies up to this point a predetermined number of times the conditions for a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a degree of variance in the degree of gradation in the image of the area, and a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area.
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19. A vehicle area detecting method of detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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a horizontal symmetry evaluating step of evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a variance evaluating step of evaluating a degree of variance in the degree of gradation in the image of the area, a mean gradation evaluating step of evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area; and
an area determining step of determining a vehicle candidate area as the vehicle area when either one of the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceeds a predetermined threshold value.
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20. A vehicle area detecting method of detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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a horizontal symmetry evaluating step of evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a variance evaluating step of evaluating a degree of variance in the degree of gradation in the image of the area, a mean gradation evaluating step of evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area; and
an area determining step of determining a vehicle candidate area as the vehicle area when two of the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceed respective predetermined threshold values.
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21. A vehicle area detecting method of detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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a horizontal symmetry evaluating step of evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a variance evaluating step of evaluating a degree of variance in the degree of gradation in the image of the area, a mean gradation evaluating step of evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area; and
an area determining step of determining a vehicle candidate area as the vehicle area when the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceed respective predetermined threshold values.
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22. A vehicle area detecting method of detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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a horizontal symmetry evaluating step of evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a variance evaluating step of evaluating a degree of variance in the degree of gradation in the image of the area, a mean gradation evaluating step of evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area;
an area determining step of determining a vehicle candidate area as the vehicle area when either one of the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceeds a predetermined threshold value; and
an area evaluating step for detecting a vehicle candidate area at a position substantially equal to that of a vehicle candidate area as the vehicle area when an event in which either one of the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceeds a predetermined threshold value is detected up to this point a predetermined number of times for the vehicle candidate area by the area determining step.
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23. A vehicle area detecting method of detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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a horizontal symmetry evaluating step of evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a variance evaluating step of evaluating a degree of variance in the degree of gradation in the image of the area, a mean gradation evaluating step of evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area;
an area determining step of determining a vehicle candidate area as the vehicle area when two of the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceed respective predetermined threshold values; and
an area evaluating step for detecting a vehicle candidate area at a position substantially equal to that of a vehicle candidate area as the vehicle area when an event in which two of the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceed respective predetermined threshold values is detected up to this point a predetermined number of times for the vehicle candidate area by the area determining means.
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24. A vehicle area detecting method of detecting a vehicle area in a vehicle candidate area having a high probability of existence of a vehicle in an image produced by imaging means mounted on a vehicle, comprising:
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a horizontal symmetry evaluating step of evaluating a degree of horizontal symmetry with respect to a degree of gradation in the image of the area, a variance evaluating step of evaluating a degree of variance in the degree of gradation in the image of the area, a mean gradation evaluating step of evaluating a difference in the degree of gradation of an image between a lower area of a vehicle candidate area and an area in the proximity of a lower edge of the candidate area;
an area determining step of determining a vehicle candidate area as the vehicle area when the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceed respective predetermined threshold values; and
an area evaluating step for detecting a vehicle candidate area at a position substantially equal to that of a vehicle candidate area as the vehicle area when an event in which the results of evaluation from the symmetry evaluating step, the variance evaluating step, and the mean gradation evaluating step exceed respective predetermined threshold values is detected up to this point a predetermined number of times for the vehicle candidate area by the area determining means.
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Specification