Method And Apparatus For Adaptive Object Detection
First Claim
1. A method for adaptive object detection, applicable to the detection of an object with an ellipse feature, said method comprising:
- performing object shape detection on said object, based on an extracted foreground of said object;
according to the feature statistic information of said detected object, determining whether said object being occluded;
if said object not being occluded, determining whether to switch from object shape detection to ellipse detection;
if said object being occluded or object shape detection having to be switched to ellipse detection, performing ellipse detection on said foreground object;
determining whether said foreground object having an ellipse feature, and when said foreground object having an ellipse feature, continuing tracking said object; and
determining whether to switch from ellipse detection to object shape detection.
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Abstract
Disclosed is a method and apparatus for adaptive object detection, which may be applied in detecting an object having an ellipse feature. The method for adaptive object detection comprises performing an object shape detection based on the extracted foreground from the object; determining whether the object being occluded according to the detected feature statistic information of the object; if the object being not occluded, determining whether to switching object shape detection to ellipse detection; if the object being occluded or necessary to switch to ellipse detection, performing ellipse detection on the foreground; when the foreground being detected to have ellipse features, the object is continuously tracked; and when the current detection being ellipse detection, determining whether the ellipse detection being able to switch back to object shape detection.
15 Citations
23 Claims
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1. A method for adaptive object detection, applicable to the detection of an object with an ellipse feature, said method comprising:
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performing object shape detection on said object, based on an extracted foreground of said object; according to the feature statistic information of said detected object, determining whether said object being occluded; if said object not being occluded, determining whether to switch from object shape detection to ellipse detection; if said object being occluded or object shape detection having to be switched to ellipse detection, performing ellipse detection on said foreground object; determining whether said foreground object having an ellipse feature, and when said foreground object having an ellipse feature, continuing tracking said object; and determining whether to switch from ellipse detection to object shape detection. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. An apparatus for adaptive object detection, applicable to detecting an object with an ellipse feature, said apparatus comprising:
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an object shape detection module for performing object shape detection on said object based on an extracted foreground from said object; an occlusion detection module for determining whether said object being occluded according to said detected object shape; an ellipse detection module for performing ellipse detection on said foreground object if said object being occluded or having to switch from object shape detection to ellipse detection; an ellipse feature detection module for detecting whether said foreground object having an ellipse feature according to said ellipse detection result; and a detection recovery module for determining whether to switch from ellipse detection to object shape detection. - View Dependent Claims (13, 14, 15, 16, 17, 18)
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19. An apparatus for adaptive object detection, applicable to detecting an object with an ellipse feature, said apparatus comprising:
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an object shape detection module for performing object shape detection on said object based on the extracted foreground from said object; an occlusion detection module for determining whether said object being occluded according to said detected object shape; an ellipse detection module for performing ellipse detection on said foreground object if said object being occluded or having to switch from object shape detection to ellipse detection; an ellipse feature detection module for detecting whether said foreground object having an ellipse feature according to said ellipse detection result; a detection recovery module for determining whether to switch from ellipse detection to object shape detection; and an object tracking module for continuous tracking of objects. - View Dependent Claims (20, 21, 22, 23)
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Specification