Sehoon Lim

Video-rate compressive holographic microscopic tomography

Compressive holography enables 3D reconstruction from a single 2D holographic snapshot for objects that can be sparsely represented in some basis. The snapshot mode enables tomographic imaging of microscopic moving objects. We demonstrate video-rate tomographic image acquisition of two live water cyclopses with 5.2 μm spatial resolution and 60 μm axial resolution.

Compressive holography of diffuse objects

We propose an estimation-theoretic approach to the inference of an incoherent 3D scattering density from 2D scattered speckle field measurements. The object density is derived from the covariance of the speckle field. The inference is performed by a constrained optimization technique inspired by compressive sensing theory. Experimental results demonstrate and verify the performance of our estimates.

Sampling and processing for compressive holography [Invited]

Compressive holography applies sparsity priors to data acquired by digital holography to infer a small number of object features or basis vectors from a slightly larger number of discrete measurements. Compressive holography may be applied to reconstruct three-dimensional (3D) images from two-dimensional (2D) measurements or to reconstruct 2D images from sparse apertures. This paper is a tutorial covering practical compressive holography procedures, including field propagation, reference filtering, and inverse problems in compressive holography. We present as examples 3D tomography from a 2D hologram, 2D image reconstruction from a sparse aperture, and diffuse object estimation from diverse speckle realizations.

Image-based registration for synthetic aperture holography

High pixel count apertures for digital holography may be synthesized by scanning smaller aperture detector arrays. Characterization and compensation for registration errors in the detector array position and pitch and for phase instability between the reference and object field is a major challenge in scanned systems. We use a secondary sensor to monitor phase and image-based registration parameter estimators to demonstrate near diffraction-limited resolution from a 63.4 mm aperture synthesized by scanning a 5.28 mm subaperture over 144 transverse positions. We demonstrate 60 μm resolution at 2 m range.

Thin holographic camera with integrated reference distribution

Off-axis digital holography typically uses a beam splitter to combine reference and object waves at an angle matched to the sampling period of the sensor array. The beam splitter determines the thickness of the recording system. This paper describes and demonstrates a total internal reflection hologram that replaces the beam splitter and enables hologram recording over a large aperture with a thin camera.

Compressive Holographic Microscopy

We demonstrate a snapshot 3-D holographic microscopy using decompressive inference to infer a tomographic image from a Gabor hologram and to remove autocorrelation and twin-image terms.

Sparse Aperture Holographic Synthesis with Multiple Speckle Realizations

Sparse aperture holographic synthesis enables large scale high resolution imaging with sources in variable states of coherence. Using incoherent sources increases bandpass coverage and reduces speckle effects.

High Pixel Count Holography

Relatively low cost focal arrays and the availability of high performance digital processing enable computational holographic imaging on unprecedented scale. This talk describes recent progress in registration and optimization algorithm.