Methods of producing laser speckle contrast images
View Patent ↗Methods of imaging are provided. In some embodiments, the methods may comprise obtaining a raw speckle image of a sample, converting the raw speckle image to a laser speckle contrast image using a laser speckle contrast algorithm, and converting a laser speckle contrast image to a relative correlation time image using a relative correlation time algorithm.
1. A method comprising:
obtaining a raw speckle image of a sample;
converting the raw speckle image to a laser speckle contrast image using a laser speckle contrast algorithm; and
converting the laser speckle contrast image to a relative correlation time image using a relative correlation time algorithm;
wherein the laser speckle contrast algorithm is a direct algorithm that uses the following formula:
k
=
s
I
〈
I
〉
=
∑
i
=
1
N
(
I
i
-
〈
I
〉
)
2
N
-
1
〈
I
〉
where speckle contrast k is equal to the standard deviation of time-integrated intensity s I divided by the mean time-integrated intensity (I) and where N is a positive integer.
2. A method comprising:
obtaining a raw speckle image of a sample;
converting the raw speckle image to a laser speckle contrast image using a laser speckle contrast algorithm; and
converting the laser speckle contrast image to a relative correlation time image using a relative correlation time algorithm;
wherein the laser speckle contrast algorithm is a sums algorithm that uses the following formula:
k
=
s
I
〈
I
〉
=
N
∑
i
=
1
N
I
i
2
-
(
∑
i
=
1
N
I
i
)
2
N
(
N
-
1
)
∑
i
=
1
N
I
i
N
where speckle contrast k is seen to be equal to the standard deviation of time-integrated intensity s I divided by the mean time-integrated intensity (I) and where N is a positive integer.
3. A method comprising:
obtaining a raw speckle image of a sample;
converting the raw speckle image to a laser speckle contrast image using a laser speckle contrast algorithm; and
converting the laser speckle contrast image to a relative correlation time image using a relative correlation time algorithm;
wherein the laser speckle contrast algorithm is a fast Fourier transform-based convolution algorithm that uses the following formula:
k
=
s
I
〈
I
〉
=
∑
i
=
1
N
(
I
i
-
〈
I
〉
)
2
N
-
1
〈
I
〉
where speckle contrast k is seen to be equal to the standard deviation of time-integrated intensity s I divided by the mean time-integrated intensity (I) and where N is a positive integer.
4. A method comprising:
obtaining a raw speckle image of a sample;
converting the raw speckle image to a laser speckle contrast image using a laser speckle contrast algorithm; and
converting the laser speckle contrast image to a relative correlation time image using a relative correlation time algorithm;
wherein the laser speckle contrast algorithm is a roll algorithm that uses the following formula:
k
=
s
I
〈
I
〉
=
N
∑
i
=
1
N
I
i
2
-
(
∑
i
=
1
N
I
i
)
2
N
(
N
-
1
)
∑
i
=
1
N
I
i
N
where speckle contrast k is seen to be equal to the standard deviation of time-integrated intensity s I divided by the mean time-integrated intensity (I) and where N is a positive integer.
5. A method comprising:
obtaining a raw speckle image of a sample;
converting the raw speckle image to a laser speckle contrast image using a roll algorithm that uses the following formula:
k
=
s
I
〈
I
〉
=
N
∑
i
=
1
N
I
i
2
-
(
∑
i
=
1
N
I
i
)
2
N
(
N
-
1
)
∑
i
=
1
N
I
i
N
where speckle contrast k is seen to be equal to the standard deviation of time-integrated intensity s I divided by the mean time-integrated intensity (I) and where N is a positive integer; and
converting the laser speckle contrast image to a relative correlation time image using a relative correlation time algorithm.
6. The method of claim 5 wherein the relative correlation time algorithm is a Newton method algorithm, a table method algorithm, a hybrid method algorithm, or an asymptote method algorithm.
7. The method of claim 5 wherein converting the raw speckle image to a laser speckle contrast image occurs at a rate greater than or equal to 100 images per second.
8. The method of claim 5 wherein converting the laser speckle contrast image to the relative correlation time image occurs at a rate greater than or equal to 200 images per second.