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Opt. Express"],"published-print":{"date-parts":[[2024,1,1]]},"abstract":"<jats:p>Optical coherence tomography is a valuable tool for in vivo examination thanks to its superior combination of axial resolution, field-of-view and working distance. OCT images are reconstructed from several phases that are obtained by modulation\/multiplexing of light wavelength or optical path. This paper shows that only one phase (and one camera frame) is sufficient for en face tomography. The idea is to encode a high-frequency fringe patterns into the selected layer of the sample using low-coherence interferometry. These patterns can then be efficiently extracted with a high-pass filter enhanced via deep learning networks to create the tomographic full-field OCT view. This brings 10-fold improvement in imaging speed, considerably reducing the phase errors and incoherent light artifacts related to in vivo movements. Moreover, this work opens a path for low-cost tomography with slow consumer cameras. Optically, the device resembles the conventional time-domain full-field OCT without incurring additional costs or a field-of-view\/resolution reduction. The approach is validated by imaging in vivo cornea in human subjects. Open-source and easy-to-follow codes for data generation\/training\/inference with U-Net\/Pix2Pix networks are provided to be used in a variety of image-to-image translation tasks.<\/jats:p>","DOI":"10.1364\/boe.506664","type":"journal-article","created":{"date-parts":[[2023,12,6]],"date-time":"2023-12-06T03:00:06Z","timestamp":1701831606000},"page":"222","update-policy":"https:\/\/doi.org\/10.1364\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Optical tomography in a single camera frame using fringe-encoded deep-learning full-field OCT"],"prefix":"10.1364","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1982-8313","authenticated-orcid":true,"given":"Viacheslav","family":"Mazlin","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/00kr24y60","id-type":"ROR","asserted-by":"publisher"}]},{"name":"Quinze-Vingts National Eye Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"285","published-online":{"date-parts":[[2023,12,14]]},"reference":[{"key":"boe-15-1-222-R1","doi-asserted-by":"publisher","first-page":"4315","DOI":"10.1038\/s41467-019-12165-x","volume":"10","author":"Markwirth","year":"2019","journal-title":"Nat. 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