Determining a cardiovascular ischemic event and decision support tool
US-11942219-B1 · Mar 26, 2024 · US
US12184828B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-12184828-B2 |
| Application number | US-202217961700-A |
| Country | US |
| Kind code | B2 |
| Filing date | Oct 7, 2022 |
| Priority date | Oct 7, 2022 |
| Publication date | Dec 31, 2024 |
| Grant date | Dec 31, 2024 |
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A bioreactor system includes a housing configured to house and support a vessel, a stereo camera having first and second imagers secured to the housing, the stereo camera configured to image a surface of a liquid and a foam exposed to a headspace of the vessel. The system further includes a controller operatively connected to the stereo camera and the stereo camera and controller are configured to create an image of the exposed surface and identify foam on the surface based on the image.
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The invention claimed is: 1. A bioreactor system comprising: a housing configured to house and support a vessel; a stereo camera having first and second imagers secured to the housing, the stereo camera configured to image a surface of a liquid and a foam exposed to a headspace of the vessel; a controller operatively connected to the stereo camera; and wherein the stereo camera and controller are configured to create an image of the exposed surface and identify foam on the surface based on the image. 2. The bioreactor system of claim 1 , wherein the image of the exposed surface is a depth image. 3. The bioreactor system of claim 1 , wherein the stereo camera further comprises an RGB module and the image is an RGB image. 4. The bioreactor system of claim 3 , wherein the image is a composite depth and RGB image. 5. The bioreactor system of claim 1 , wherein the stereo camera further comprises an infrared projector to facilitate depth imaging of surfaces that have low texture or visual detail. 6. The bioreactor system of claim 5 , wherein the stereo camera detects light having a wavelength of from about 400 nm to about 865 nm. 7. The bioreactor system of claim 1 , wherein the stereo camera has a field of view from about 70° to about 120°. 8. The bioreactor system of claim 1 , wherein the stereo camera provides data that quantifies an input of anti-foam agents and/or a response of the foam to the anti-foam agents. 9. The bioreactor system of claim 1 , further comprising: a vessel having a view port configured to allow the stereo camera to image the exposed surface. 10. The bioreactor system of claim 9 , wherein the view port is heated to reduce condensation. 11. The bioreactor system of claim 1 , further comprising: an air curtain configured to reduce vessel condensation to facilitate imaging of the exposed surface. 12. The bioreactor system of claim 11 , further comprising the vessel; and wherein the air curtain is located within the vessel. 13. The bioreactor system of claim 1 , wherein the camera is mounted on a support structure of the housing so that it is positioned above the vessel and aimed vertically downward so that substantially an entirety of the exposed surface may be imaged. 14. The bioreactor system of claim 1 , wherein the vessel is a collapsible bioreactor bag. 15. A method of identifying foam on a surface of a liquid in a vessel comprising the steps of: generating an image of a surface of the liquid that is exposed to the headspace of the vessel via a stereo imaging camera having first and second imagers; identifying foam on the exposed surface based on the image. 16. The method of claim 15 , wherein the image of the exposed surface is a depth image. 17. The method of claim 16 , wherein the step of identifying foam on the exposed surface comprises: comparing a first depth image of the surface of the liquid without foam to a second depth image of the surface to determine whether the depth has changed. 18. The method of claim 16 , wherein the step of identifying foam on the exposed surface comprises: obtaining a plurality of depth images of the exposed surface of the liquid, determining a rate of depth change on the exposed surface from the plurality of depth images of the exposed surface, and identifying the presence and/or a magnitude of foam on the surface by comparing the rate of depth change to a predetermined value that is indicative of foam. 19. The method of claim 15 , wherein the stereo camera further comprises an RGB module and the image is an RGB image. 20. The method of claim 19 , wherein the image is a composite depth and RGB image. 21. The method of claim 15 , wherein the stereo camera further comprises an infrared projector to facilitate depth imaging of surfaces that have low texture or visual detail. 22. The method of claim 15 , further comprising providing data that quantifies an input of anti-foam agents and/or a response of the foam to the anti-foam agents. 23. The method of claim 15 , further comprising the step of: mitigating detected foam on the exposed surface of the liquid. 24. The method of claim 15 , further comprising the step of: removing condensation from the vessel via a condensation prevention system to facilitate identification of foam by the stereo camera.
Depth or disparity estimation from stereoscopic image signals · CPC title
using stereoscopic image cameras (stereoscopic photography G03B35/00) · CPC title
wherein the generated image signals comprise depth maps or disparity maps · CPC title
of foam (foam prevention during gasification of liquids B01D19/02) · CPC title
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