Methods for depth estimation in laser speckle imaging
View Patent ↗Systems and methods are provided for detecting the depth, flow rate, and other properties of regions of blood flow in biological tissue by illuminating the biological tissue with beams of coherent light and detecting responsively emitted light. This includes detecting lights emitted from the tissue having a plurality of respective different exposure times. The relationship between the intensity of the received light and the exposure times is determined and used to determine the depth, flow velocity, or other properties of regions of flow within the biological tissue. This can include determining a spatial and/or temporal contrast of the received light intensity. Determining the depth of a region of flow can include comparing determined properties of light received from the tissue at two different polarizations. Determining the depth of a region of flow can include comparing determined properties of light received from the tissue at two different locations.
1. A method comprising:
during each of a plurality of time periods, wherein each time period is associated with a respective exposure time of a set of exposure times:
emitting, by a light source, a beam of polarized coherent illumination into a biological tissue;
detecting, using at least one light sensor, an intensity of light of a first polarization received from a portion of the biological tissue during an exposure time;
detecting, using the at least one light sensor, an intensity of light of a second polarization received from the portion of the biological tissue during the exposure time;
determining, for each exposure time in the set of exposure times, a first contrast value and a second contrast value, wherein determining a first contrast value for a given exposure time comprises determining an amount of variation between at least two intensities of light of the first polarization detected during at least two time periods associated with the given exposure time, and wherein determining a second contrast value for the given exposure time comprises determining an amount of variation between at least two intensities of light of the second polarization detected during at least two time periods associated with the given exposure time; and
determining a depth of a region of flow within the biological tissue as a function of the determined first contrast values and the determined second contrast values.
2. The method of claim 1 , further comprising:
determining a flow velocity within the region of flow as a function of the determined first contrast values.
3. The method of claim 2 , wherein the determined flow velocity is a flow velocity of blood cells in the region of flow.
4. The method of claim 2 , wherein determining a flow velocity within the region of flow as a function of the determined first contrast values comprises:
detecting a feature in the determined first contrast values;
determining an exposure time corresponding to the detected feature; and
using the determined exposure time to determine a flow velocity within the region of flow.
5. The method of claim 1 , further comprising:
during each of the plurality of time periods:
detecting, using the at least one light sensor, an intensity of light of the first polarization received from a further portion of the biological tissue during an exposure time; and
detecting, using the at least one light sensor, an intensity of light of the second polarization received from the further portion of the biological tissue during an exposure time;
determining, for each exposure time in the set of exposure times, a third contrast value amount of intensity variation and a fourth contrast value, wherein determining a third contrast value for a given exposure time comprises determining an amount of variation between at least two intensities of light of the first polarization received from the further portion of biological tissue detected during at least two time periods associated with the given exposure time, and wherein determining a fourth contrast value for the given exposure time comprises determining an amount of variation between at least two intensities of light of the second polarization received from the further portion of biological tissue detected during at least two time periods associated with the given exposure time;
determining a depth of a further region of flow within the biological tissue as a function of the determined third contrast values and the determined fourth contrast values; and
using the determined depths of regions of flow within the biological tissue to generate a map of one or more portions of vasculature in the biological tissue.
6. The method of claim 1 , wherein determining a depth of a region of flow within the biological tissue as a function of the determined first contrast values and the determined second contrast values comprises:
detecting a feature in the determined first contrast values;
determining an exposure time corresponding to the detected feature;
determining a ratio between a determined first contrast value corresponding to the determined exposure time and a determined second contrast value corresponding to the determined exposure time; and
using the determined ratio to determine the depth of the region of flow.
7. The method of claim 1 , wherein determining a depth of a region of flow within the biological tissue as a function of the determined first contrast values and the determined second contrast values comprises:
detecting a feature in the determined first contrast values;
determining an exposure time corresponding to the detected feature;
determining a difference between a determined first contrast value corresponding to the determined exposure time and a determined second contrast value corresponding to the determined exposure time; and
using the determined difference to determine the depth of the region of flow.
8. The method of claim 1 , wherein each time period being associated with a respective exposure time comprises operating the at least one light sensor, during each time period, to detect light during an integration time having a duration corresponding to the exposure time of the time period.
9. The method of claim 1 , wherein each time period being associated with a respective exposure time comprises operating the light source, during each time period, to emit a pulse of light having a duration corresponding to the exposure time of the time period.
10. The method of claim 1 , wherein the light source is configured to emit a beam of polarized coherent illumination having a specified wavelength between 400 nanometers and 1000 nanometers.
11. A method comprising:
during each of a plurality of time periods, wherein each time period is associated with a respective exposure time of a set of exposure times:
emitting, by a light source, a beam of coherent illumination into a biological tissue;
detecting, using at least one light sensor, an intensity of light received from a first portion of the biological tissue during an exposure time;
detecting, using the at least one light sensor, an intensity of light received from a second portion of the biological tissue during the exposure time;
determining, for each exposure time in the set of exposure times, a first contrast value and a second contrast value, wherein determining a first contrast value for a given exposure time comprises determining an amount of variation between at least two intensities of light received from the first portion of biological tissue detected during at least two time periods associated with the given exposure time, and wherein determining a second contrast value for the given exposure time comprises determining an amount of variation between at least two intensities of light received from the second portion of biological tissue detected during at least two time periods associated with the given exposure time; and
determining a depth of a region of flow within the biological tissue as a function of the determined first contrast values and the determined second contrast values.
12. The method of claim 11 , further comprising:
determining a flow velocity within the region of flow as a function of the determined first contrast values.
13. The method of claim 12 , wherein the determined flow velocity is a flow velocity of blood cells in the region of flow.
14. The method of claim 12 , wherein determining a flow velocity within the region of flow as a function of the determined first contrast values comprises:
detecting a feature in the determined first contrast values;
determining an exposure time corresponding to the detected feature; and
using the determined exposure time to determine a flow velocity within the region of flow.
15. The method of claim 11 , further comprising:
during each of the plurality of time periods:
detecting, using the at least one light sensor, an intensity of light received from a third portion of the biological tissue during an exposure time; and
detecting, using the at least one light sensor, an intensity of light received from a fourth portion of the biological tissue during an exposure time;
determining, for each exposure time in the set of exposure times, a third contrast value and a fourth contrast value, wherein determining a third contrast value for a given exposure time comprises determining an amount of variation between at least two intensities of light received from the third portion of biological tissue detected during at least two time periods associated with the given exposure time, and wherein determining a fourth contrast value for the given exposure time comprises determining an amount of variation between at least two intensities of light of the second polarization received from the fourth portion of biological tissue detected during at least two time periods associated with the given exposure time;
determining a depth of a further region of flow within the biological tissue as a function of the determined third contrast values and the determined fourth contrast values; and
using the determined depths of regions of flow within the biological tissue to generate a map of one or more portions of vasculature in the biological tissue.
16. The method of claim 11 , wherein determining a depth of a region of flow within the biological tissue as a function of the determined first contrast values and the determined second contrast values comprises:
detecting a feature in the determined first contrast values;
determining an exposure time corresponding to the detected feature;
determining a ratio between a determined first contrast value corresponding to the determined exposure time and a determined second contrast value corresponding to the determined exposure time; and
using the determined ratio to determine the depth of the region of flow.
17. The method of claim 11 , wherein determining a depth of a region of flow within the biological tissue as a function of the determined first contrast values and the determined second contrast values comprises:
detecting a feature in the determined first contrast values;
determining an exposure time corresponding to the detected feature;
determining a difference between a determined first contrast value corresponding to the determined exposure time and a determined second contrast value corresponding to the determined exposure time; and
using the determined difference to determine the depth of the region of flow.
18. The method of claim 11 , wherein each time period being associated with a respective exposure time comprises operating the at least one light sensor, during each time period, to detect light during an integration time having a duration corresponding to the exposure time of the time period.
19. The method of claim 11 , wherein each time period being associated with a respective exposure time comprises operating the light source, during each time period, to emit a pulse of light having a duration corresponding to the exposure time of the time period.
20. The method of claim 11 , wherein the light source is configured to emit a beam of polarized coherent illumination having a specified wavelength between 400 nanometers and 1000 nanometers.