Systems and methods for imaging and characterizing objects including the eye using non-uniform or speckle illumination patterns
Systems and methods are provided for imaging and characterizing objects including the eye using non-uniform or speckle illumination patterns. According to the present technology, a method for characterizing at least a portion of an object may include generating, using at least one light source, one or multiple non-uniform illumination patterns on an object. The method may also include detecting, using a detector, backscattered light from the object in response to the generating. The method may further include extracting, using the detector, data representative of the backscattered light. The method may also include processing, using a processing unit, the data representative of the backscattered light to create one or more images of at least a portion of the object.
1. A system comprising:
at least one light source to generate two or more non-uniform illumination patterns on an object, wherein the at least one light source is configured to illuminate at least a portion of the object with:
light of at least two colors; and
at least two different speckle patterns comprising a first speckle pattern of a first color of light and at least a second speckle pattern of at least a second color of light, wherein the two or more non-uniform illumination patterns comprise the two different speckle patterns;
a detector array to extract data representing backscattering from the object; and
a processing unit configured to:
receive the data representing backscattering from the object; and
generate one or more images of at least a portion of the object.
2. The system of claim 1 , wherein the at least one light source is configured to scan the two or more non-uniform illumination patterns over the object.
3. The system of claim 1 , wherein the two or more non-uniform illumination patterns include at least one additional speckle pattern.
4. The system of claim 3 , wherein the processing unit is further configured to process the data representing backscattering from the object using one or more algorithms for blind speckle-structured-illumination.
5. The system of claim 1 , wherein the at least one light source includes a laser.
6. The system of claim 1 , wherein the processing unit is further configured to process the data representing backscattering from the object to generate: one or more depth images, or optical sections, of the at least a portion of the object.
7. The system of claim 1 , wherein the processing unit is further configured to process the data representing backscattering from the object to characterize at least one aberration of the object.
8. The system of claim 1 , wherein the processing unit is further configured to process the data representing backscattering from the object to determine at least one of: illumination, and at least one aberration, of the object.
9. The system of claim 1 , wherein the processing unit is further configured to process the data representing backscattering from the object using one or more of:
an optimization algorithm, a gradient descent algorithm, a convex optimization, a simulated annealing algorithm, a maximum likelihood estimation, a Bayesian estimation, a neural network, and a machine learning optimization.
10. The system of claim 1 , wherein the processing unit is further configured to process the data representing backscattering from the object using at least one of: a regularization process, a Tichonov regularization, a sparsity constraint, a nuclear norm constraint, a mean-constrained, a least absolute shrinkage and selection operator regularization, a total variation regularization, and a basis pursuit.
11. The system of claim 1 , wherein the object is an ocular structure of an eye.
12. The system of claim 1 , wherein:
the object includes an eye or an ocular structure;
the detector array is configured to collect backscattered, or fluorescence, light from the eye or the ocular structure; a mask to isolate an illumination path and a detection path; and
the processing unit is further configured to:
receive data representing the backscattering, or fluorescent, light; and
generate one or more images of the eye or the ocular structure.
13. The system of claim 12 , further comprising a mask to isolate an illumination path and a detection path.
14. The system of claim 13 , wherein the mask includes:
a binary mask; or
a binary mask including a spoke-wheel mask.
15. The system of claim 13 , wherein an isolation, by the mask, of the illumination path and the detection path facilitates maximizing a numerical aperture.