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Recording dynamic facial micro-expressions with a multi-focus camera array

Lucas Kreiss1*
Weiheng Tang1*
Ramana Balla1
Xi Yang1
Amey Chaware1
Kanghyun Kim1
Clare B. Cook1
Aurelien Begue2
Clay Dugo2
Mark Harfouche2
Kevin C. Zhou1,3
Roarke Horstmeyer1,2

Biomedical Optics Express (2025)

*Shared first-authorship, 1Department of Biomedical Engineering, Duke University, Durham NC, USA., 2Ramona Optics Inc., 1000 W Main St., Durham, NC 27701, USA., 3Current affiliation: Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA.

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Fig 1
Fig.: Face imaging with the multi-camera array microscope (MCAM). (a) Regular cameras can image the large FOV of the face, albeit at low resolution. (b) Optics for high-resolution imaging, on the other hand, are limited by their depth of field (DOF) and can only bring a specific plane into focus. (c) A multi-focus camera array can enable high resolution imaging across a large FOV and at large effective DOF. (d) This concept can easily be applied by the MCAM, where each imaging unit in the array is adjusted to a different focal plane. These all-in-focus images allow to render digital avatars

Abstract

We present a multi-camera array for capturing dynamic high-resolution videos of the human face. Compared to traditional single-camera configurations, our array of 54 individual cameras allows stitching of high-resolution composite video frames (709 megapixels total). In our novel multi-focus strategy, each camera in the array focuses on a unique object plane to resolve non-planar surfaces at a higher resolution than a standard single-lens camera design. By overcoming the standard resolution and depth-of-field (DOF) tradeoffs, we use our array design to capture video of macroscopically curved surfaces such as the human face at a lateral resolution of 26.14 ± 5.8 µm across a composite DOF of ∼43 mm that covers the entire face (85 cm2+ FOV). Compared to a single-focus configuration, this is almost a 10-fold increase in effective DOF. We demonstrate how our multi-focus camera array can capture dynamic facial expressions at microscopic resolution with relevance in several biomedical applications.

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