Big data analysis system for engine quality detection and prediction
US-2024362488-A1 · Oct 31, 2024 · US
US9506855B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9506855-B2 |
| Application number | US-201314376324-A |
| Country | US |
| Kind code | B2 |
| Filing date | Feb 4, 2013 |
| Priority date | Feb 3, 2012 |
| Publication date | Nov 29, 2016 |
| Grant date | Nov 29, 2016 |
A practical reading order for non-experts. Skip the full description unless you need deep technical detail.
What the patent document calls the invention.
A short plain-language summary of the technical disclosure.
Who owns or filed the patent and who is credited as inventor.
Filing, priority, publication, and grant dates set the timeline.
The legal scope of protection — read this for what is actually claimed.
Technology tags used to group this patent with similar filings.
Prior art links and similar publications in this corpus.
Official abstract text for this publication.
Described herein is a method, system and computer program for analyzing a colorimetric assay that includes obtaining an image of the assay, optionally correcting for ambient lighting conditions in the image, converting the intensity data for at least one of the red channel, the green channel, or the blue channel to a first data point, recalling a predetermined standardized curve, comparing the first data point with the standardized curve, and identifying the value for the assay parameter from the standardized curve.
Opening claim text (preview).
What is claimed is: 1. A method of analyzing a colorimetric assay to identify a value for an assay parameter, the method comprising: obtaining an image of a first colorimetric assay; converting intensity data from at least one of the red channel, the green channel, or the blue channels from at least a portion of the image of the first colorimetric assay to a first data point having a first value and a second value wherein the first value and the second value indicate the chromaticity of the test colorimetric assay; recalling a predetermined standardized curve from a storage medium, the standardized curve including a plurality of data points, each of the plurality of data points having a third value, a fourth value, and a fifth value, the third value and fourth values indicating the chromaticity of the data point along the standardized curve and the fifth value indicating the value of an assay parameter associated with the third value and the fourth value; and comparing the first data point with the standardized curve to identify the value of the assay parameter for the first colorimetric assay, wherein the image is obtained with a device having an imaging sensor selected from the group consisting of a charge-coupled device (“CCD”) sensor, a complementary metal-oxide-semiconductor (“CMOS”) sensor, and a contact image sensor (“CIS”). 2. The method of claim 1 wherein the assay parameter value is identified as the fifth value of the data point along the standardized curve that has a third value and a fourth value that most closely matches the first value and second value of the first data point. 3. The method of claim 2 wherein the most closely matched data point along the standardized curve is identified as the data point having a third value and a fourth value with the smallest absolute difference from the first value and the second value from the first data point. 4. The method of claim 1 wherein the predetermined standardized curve is prepared from a plurality of colorimetric assays having known assay parameter values. 5. The method of claim 1 wherein the predetermined standardized curve is prepared using a device having the same characteristics as the device used to obtain the image of the first colorimetric assay. 6. The method of claim 1 wherein the image is obtained with at least one of a digital camera, a mobile phone, a tablet, a portable computer, a computer, and a scanner. 7. The method of claim 1 wherein the intensity data from the image is converted to a data point using the CIE1931 color space code. 8. The method of claim 1 further comprising: obtaining an image of a reference chart simultaneously with obtaining the image of the first colorimetric assay, wherein the reference chart includes a plurality of reference areas; and stabilizing the automated color correcting functions of the device utilized to obtain the image with the reference chart. 9. The method of claim 1 further comprising compensating for the ambient light condition of the image. 10. The method of claim 9 wherein the ambient light compensation step includes: obtaining an image of a reference chart under the same ambient light conditions as the image of the first colorimetric assay, the reference chart having at least one reference area; measuring the intensity of the at least one reference area in at least one of the red channel, the green channel, or the blue channel; comparing the measured intensity of the reference area with a predetermined intensity of the reference area measured under a predetermined illumination condition; and correcting the first and second values of the first data point based on the comparison of the measured intensity of the reference area with the predetermined intensity of the reference area. 11. The method of claim 10 wherein the first data point is corrected by shifting the RGB intensity data from at least one of the red channel, the green channel, or the blue channel from at least a portion of the image of the first colorimetric assay. 12. The method of claim 10 wherein the first data point is corrected by shifting the first value and the second value of the first data point. 13. The method of claim 10 wherein the measured intensity is the measured intensity of at least one of the red channel, the green channel, or the blue channel; and the predetermined intensity is the intensity of at least one of the red channel, the green channel, or the blue channel. 14. A method of compensating for ambient light conditions from an image of a colorimetric assay comprising: obtaining an image of a reference chart under the same ambient light conditions as an image obtained from a colorimetric assay being analyzed, the reference chart having at least one reference area; measuring the intensity of the at least one reference area in at least one of the red channel, the green channel, or the blue channel; comparing the measured intensity of the reference area with a predetermined intensity of the reference area measured under a predetermined illumination condition; and correcting the first and second values of the first data point based on the comparison of the measured intensity of the reference area with the predetermined intensity of the reference area, wherein the image is obtained with a device having an imaging sensor selected from the group consisting of a charge-coupled device (“CCD”) sensor, a complementary metal-oxide-semiconductor (“CMOS”) sensor, and a contact image sensor (“CIS”). 15. A computer program product comprising: a computer readable storage medium; and program instructions for performing the method of any previous claim, wherein the program instructions are stored on the computer readable storage medium. 16. A system for analyzing a colorimetric assay to identify a value for an assay parameter, the method comprising: an image obtaining module, the image obtaining module configured to receive intensity data points from the colorimetric assay; and a data analysis module, the data analysis module being configured to: a) convert intensity data from at least one of the red channel, the green channel, or the blue channel from at least a portion of an image of a colorimetric assay to a first data point having a first value and a second value wherein the first value and the second value indicate the chromaticity of the test colorimetric assay; b) recall a predetermined standardized curve from a storage medium, the standardized curve including a plurality of data points, each of the plurality of data points having a third value, a fourth value, and a fifth value, the third value and fourth values indicating the chromaticity of the data point along the standardized curve and the fifth value indicating the value of an assay parameter associated with the third value and the fourth value; and c) compare the first data point with the plurality of data points from the standardized curve to identify the value of the assay parameter for the first colorimetric assay. 17. The system of claim 16 further comprising a reference chart, wherein said reference chart includes a plurality of reference areas, the reference chart being configured to stabilize the automated color correcting functions of the image obtaining module.
Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands · CPC title
Standards, constitution · CPC title
producing a change of colour · CPC title
with colour charts, graduated scales or turrets · CPC title
Calibration; base line adjustment; drift compensation · CPC title
Related publications grouped by family.
Answers are generated from the same data shown on this page.