Image processing by determining combined image distances using dual path analyses
OwnerPrashant Choudharyinventor
Life of this patent
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Abstract
Image analysis for comparison utilizes a combined image distance determined between the one or more captured images and the one or more reference images from a dual path analysis. The dual path analysis can comprise a first image analysis based on histograms of image colors and a second image analysis based a one-dimensional power spectral density of a black and white instance of the one or more captured images and the one or more reference images. In one case, the one-dimensional power spectral density derived by integrating a Discrete Fourier Transform of a two-dimensional image over annular rings of substantially equal area starting from the center of the two-dimensional image.
Claims6
An image processing unit, at least partially implemented in hardware, for improving comparison of images by determining combined image distance from dual path analyses, the image processing unit comprising:
- an image sensor to capture one or more images of a subject for comparison against one or more reference images;
- and
- a control unit electrically coupled to the image sensor and to a storage device and comprising a processor and a memory device, the control unit comprising an image analyses module to compare one or more captured images against one or more reference images stored in the storage device,
- wherein the processor performs the comparison by determining a combined image distance between the one ore more captured images and the one or more reference images from a dual path analysis, the dual path analysis comprising a first image analysis based on histograms of image colors and a second image analysis based a one-dimensional power spectral density of a black and white instance of the one or more captured images and the one or more reference images, the one-dimensional power spectral density derived by integrating a Discrete Fourier Transform of a two-dimensional image over annular rings of substantially equal area starting from the center of the two-dimensional image, the image analysis module computes the combined image distance measure by combining an image distance measure generated from the color histograms data with an image distance measure generated from the one dimensional power spectral density comparison, and the image analysis module applies adjustable weights for each of the first and second paths,
- wherein the control unit takes an action to affect external to the image processing unit based on the combined image distance from the image comparison.
A computer-implemented method in an image processing unit, at least partially implemented in hardware, for improving comparison of images by determining combined image distance from dual path analyses, the method comprising:
- capturing one or more images of a subject;
- comparing the one more captured images against one or more reference images with a control unit electrically coupled to the image sensor and to a storage device and comprising a processor and a memory device, wherein the step of comparing comprises:
- determining a combined image distance between the one or more captured images and the one or more reference images from a dual path analysis, the dual path analysis comprising a first image analysis based on histograms of image colors and a second image analysis based a one-dimensional power spectral density of a black and white instance of the one or more captured images and the one or more reference images, the one-dimensional power spectral density derived by integrating a Discrete Fourier Transform of a two-dimensional image over annular rings of substantially equal area starting from the center of the two-dimensional image,
- computing the combined image distance measure by combining an image distance measure generated from the color histograms data with an image distance measure generated from the one-dimensional power spectral density comparison, and
- applying adjustable weights for each of the first and second paths;
- and
- taking an action to affect external to the image processing unit based on the combined image distance from the image comparison.
A computer-readable medium storing source code that, when executed by a processor, performs a computer-implemented method in an image processing unit, at least partially implemented in hardware, for improving comparison of images by determining combined image distance from dual path analyses, the method comprising:
- capturing one or more images of a subject;
- comparing the one more captured images against one or more reference images with a control unit electrically coupled to the image sensor and to a storage device and comprising the processor and a memory device, wherein the step of comparing comprises:
- determining a combined image distance between the one or more captured images and the one or more reference images from a dual path analysis, the dual path analysis comprising a first image analysis based on histograms of image colors and a second image analysis based a one-dimensional power spectral density of a black and white instance of the one or more captured images and the one or more reference images, the one-dimensional power spectral density derived by integrating a Discrete Fourier Transform of a two-dimensional image over annular rings of substantially equal area starting from the center of the two-dimensional image,
- computing the combined image distance measure by combining an image distance measure generated from the color histograms data with an image distance measure generated from the one-dimensional power spectral density comparison, and
- applying adjustable weights for each of the first and second paths;
- and
- taking an action to affect external to the image processing unit based on the combined image distance from the image comparison.
Dependencies are inferred from the claim text.