A Random Field Computational Adaptive Optics Framework for Optical Coherence Microscopy

被引:0
|
作者
Boroomand, Ameneh [1 ]
Tan, Bingyao [1 ]
Shafiee, Mohammad Javad [1 ,2 ]
Bizheva, Kostadinka [1 ]
Wong, Alexander [1 ,2 ]
机构
[1] Univ Waterloo, Waterloo, ON, Canada
[2] Waterloo Artificial Intelligence Inst, Waterloo, ON, Canada
关键词
Computational adaptive optics; Optical coherence microscopy; Random field; INTERFEROMETRIC TOMOGRAPHY; DECONVOLUTION METHODS; RESOLUTION;
D O I
10.1007/978-3-030-27272-2_24
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A novel random field computational adaptive optics (R-CAO) framework is proposed to jointly correct for optical aberrations and speckle noise issues in optical coherence microscopy (OCM) and thus overcome the depth-of-field limitation in OCM imaging. The performance of the R-CAO approach is validated using OCM tomograms acquired from a standard USAF target and a phantom comprised of 1 mu m diameter microspheres embedded in agar gel. The R-CAO reconstructed OCM tomograms show reduced optical aberrations and speckle noise over the entire depth of imaging compared to the existing state-of-the-art computational adaptive optics algorithms such as the regularized maximum likelihood computational adaptive optics (RML-CAO) method. The reconstructed images using the proposed R-CAO framework show the usefulness of this method for the quality enhancement of OCM imaging over different imaging depths.
引用
收藏
页码:283 / 294
页数:12
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