MODIFYING PARAMETERS OF AN OBJECT DETECTOR BASED ON DETECTION INFORMATION
First Claim
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1. A method performed by a processing system, the method comprising:
- running a first object detector on a first image frame with a first set of parameters to generate first detection information;
modifying the first set of parameters of the first object detector in response to the first detection information; and
subsequent to modifying the first set of parameters, running the first object detector with the first set of parameters on a second image frame.
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Abstract
Embodiments of an object detection unit configured to modify parameters for one or more object detectors based on detection information are provided.
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Citations
20 Claims
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1. A method performed by a processing system, the method comprising:
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running a first object detector on a first image frame with a first set of parameters to generate first detection information; modifying the first set of parameters of the first object detector in response to the first detection information; and subsequent to modifying the first set of parameters, running the first object detector with the first set of parameters on a second image frame. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A system comprising:
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a memory including an object detection unit with a first object detector, a video stream, and detection information; and a processor configured to execute the object detection unit to; access first detection information that identifies a first set of objects detected in a first portion of a video stream by a first object detector with a first set of parameters; modify the first set of parameters using the first detection information; and subsequent to modifying the first set of parameters, run the first object detector with the first set of parameters on a second portion of the video stream that is subsequent to the first portion. - View Dependent Claims (11, 12, 13, 14, 15)
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16. A computer readable storage medium storing computer-executable instructions that, when executed in a scheduler of a process of a computer system, perform a method comprising:
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detecting a processing constraint of the computer system; and setting a first set of parameters of a first object detector to cause the first object detector to search for a first object in a video stream within the processing constraint. - View Dependent Claims (17, 18, 19, 20)
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Specification