System and methods for determining nonuniformity correction parameters in detector-array imaging
First Claim
Patent Images
1. A method for determining nonuniformity correction parameters for a detector array, the method comprising the steps of:
- for each element of the detector array, generating a plurality estimated and observed intensity pairs, wherein the estimated intensities for each element is calculated based upon corresponding observed intensities for that element;
generating a plurality of estimates of uncorrupted images, each of the estimates being generated by fitting a parametric patch model to the plurality estimated and observed intensity pairs for a neighborhood of noisy image samples, each uncorrupted image uniquely corresponding to one of a plurality of noisy images; and
determining at least one nonuniformity correction parameter by fitting a parametric curve to the plurality of estimates and the plurality of noisy images corresponding to each of the estimates;
identifying whether one or more elements of the detector array is faulty based upon the fitted parametric model and, if at least one detector is determined to be faulty, suppressing the output of the at least one faulty detector.
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Abstract
An imaging system (110) for imaging a scene with a detector array (104) having an array of imaging elements is provided. The imaging system (110) includes an image estimation module (202) for generating a plurality estimates of uncorrupted images based upon a plurality of noisy images generated by the detector array (104). The imaging system (110) further includes a parameter determination module (204) for determining one or more nonuniformity correction parameters based upon the estimates of uncorrupted images.
23 Citations
20 Claims
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1. A method for determining nonuniformity correction parameters for a detector array, the method comprising the steps of:
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for each element of the detector array, generating a plurality estimated and observed intensity pairs, wherein the estimated intensities for each element is calculated based upon corresponding observed intensities for that element; generating a plurality of estimates of uncorrupted images, each of the estimates being generated by fitting a parametric patch model to the plurality estimated and observed intensity pairs for a neighborhood of noisy image samples, each uncorrupted image uniquely corresponding to one of a plurality of noisy images; and determining at least one nonuniformity correction parameter by fitting a parametric curve to the plurality of estimates and the plurality of noisy images corresponding to each of the estimates; identifying whether one or more elements of the detector array is faulty based upon the fitted parametric model and, if at least one detector is determined to be faulty, suppressing the output of the at least one faulty detector. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A method of updating nonuniformity correction parameters for a detector array, the method comprising the steps of:
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(a) providing a plurality of noisy image samples; (b) for each element of the detector array, generating a plurality estimated and observed intensity pairs, wherein the estimated intensities for each element is calculated based upon corresponding observed intensities for that element, and generating a plurality of estimates of uncorrupted images by fitting a curve to the plurality of estimated and observed intensity pairs for the plurality of noisy image samples and an initial set of correction parameters, each of the estimates of uncorrupted images corresponding to a unique one of the plurality of noisy images; (c) generating a plurality of noise-reduced estimates of uncorrupted images using a set of spatial-neighborhood observations, each of the noise-reduced estimates of uncorrupted images corresponding to a unique one of the estimates of uncorrupted images; and (d) determining an updated set of correction parameters based upon a predefined mathematical relation between each of the noise-reduced estimates of uncorrupted images and corresponding one of the estimates of uncorrupted images, identifying whether one or more elements of the detector array is faulty based upon the fitted curve, and, if at least one detector is determined to be faulty, suppressing the output of the at least one faulty detector. - View Dependent Claims (8, 9, 10, 11, 12, 13, 14, 15, 16)
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17. An imaging system for imaging a scene with a detector array having an array of imaging elements, the system comprising:
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an image estimation module for generating a plurality estimates of uncorrupted images based upon a plurality of noisy images generated by the detector array, wherein the image estimation module is configured to generate a plurality estimated and observed intensity pairs for each element of the detector array, the estimated intensities for each element being calculated based upon a corresponding observed intensities for that element, and to generate the estimates of the uncorrupted images by fitting a curve to the plurality of estimated and observed intensity pairs; and a parameter determination module for determining at least one nonuniformity correction parameter based upon the estimates of uncorrupted images. - View Dependent Claims (18, 19, 20)
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Specification