Snapshot polarimetric diffuse-specular separation

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dc.citation.firstpage34239
dc.citation.issueNumber19
dc.citation.journalTitleOptics Express
dc.citation.lastpage34255
dc.citation.volumeNumber30
dc.contributor.authorDave, Akshat
dc.contributor.authorDave, Akshat
dc.contributor.authorHold-Geoffroy, Yannick
dc.contributor.authorHašan, Miloš
dc.contributor.authorSunkavalli, Kalyan
dc.contributor.authorVeeraraghavan, Ashok
dc.date.accessioned2022-09-29T15:06:37Z
dc.date.available2022-09-29T15:06:37Z
dc.date.issued2022
dc.description.abstractWe present a polarization-based approach to perform diffuse-specular separation from a single polarimetric image, acquired using a flexible, practical capture setup. Our key technical insight is that, unlike previous polarization-based separation methods that assume completely unpolarized diffuse reflectance, we use a more general polarimetric model that accounts for partially polarized diffuse reflections. We capture the scene with a polarimetric sensor and produce an initial analytical diffuse-specular separation that we further pass into a deep network trained to refine the separation. We demonstrate that our combination of analytical separation and deep network refinement produces state-of-the-art diffuse-specular separation, which enables image-based appearance editing of dynamic scenes and enhanced appearance estimation.
dc.identifier.citationDave, Akshat, Dave, Akshat, Hold-Geoffroy, Yannick, et al.. "Snapshot polarimetric diffuse-specular separation." <i>Optics Express,</i> 30, no. 19 (2022) Optica Publishing Group: 34239-34255. https://doi.org/10.1364/OE.460984.
dc.identifier.digitaloe-30-19-34239
dc.identifier.doihttps://doi.org/10.1364/OE.460984
dc.identifier.urihttps://hdl.handle.net/1911/113446
dc.language.isoeng
dc.publisherOptica Publishing Group
dc.rightsPublished under the terms of the Optica Open Access Publishing Agreement
dc.rights.urihttps://opg.optica.org/library/license_v2.cfm#VOR-OA
dc.titleSnapshot polarimetric diffuse-specular separation
dc.typeJournal article
dc.type.dcmiText
dc.type.publicationpublisher version
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