{"id":5571,"date":"2025-06-25T10:06:31","date_gmt":"2025-06-25T14:06:31","guid":{"rendered":"https:\/\/www2.cs.uky.edu\/dri\/?page_id=5571"},"modified":"2025-06-25T10:06:31","modified_gmt":"2025-06-25T14:06:31","slug":"publications","status":"publish","type":"page","link":"https:\/\/www2.cs.uky.edu\/dri\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<h2><b>EduceLab Research<\/b><\/h2>\n<p>&nbsp;<\/p>\n<p><b>2024 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-981-97-2614-1_47\"><b>Multispectral Imaging of Damaged Sacramental Journal Pages: A Preliminary Study<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Ankan Bhattacharyya, C. Seth Parker, and W. Brent Seales.<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/scholars.uky.edu\/en\/publications\/revealing-text-from-a-still-rolled-herculaneum-papyrus-scroll-phe\"><b>Revealing Text from a Still-rolled Herculaneum Papyrus Scroll<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Federica Nicolardi, Stephen Parsons, Daniel Delattre, Gianluca Del Mas- tro, Robert L. Fowler, Richard Janko, Tobias Reinhardt, C. Seth Parker, Christy Chapman, and W. Brent Seales.\u00a0<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/uknowledge.uky.edu\/cs_etds\/143\/\"><b>Flexible Attenuation Fields: Tomographic Reconstruction From Heterogeneous Datasets<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\"> Seth Parker.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2023 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/uknowledge.uky.edu\/cs_etds\/138\/\"><b>Hard-Hearted Scrolls: A Noninvasive Method for Reading the Herculaneum Papyri<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Stephen Parsons<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/arxiv.org\/abs\/2304.02084\"><b>EduceLab-Scrolls: Verifiable Recovery of Text from Herculaneum Papyri using X-ray CT<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Stephen Parsons, C. Seth Parker, Christy Chapman, Mami Hayashida, and W. Brent Seales<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2022 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/muse.jhu.edu\/article\/856950\"><b>The X-Ray Micro-CT of a Full Parchment Codex to Recover Hidden Text: Morgan Library M.910, an Early Coptic Acts of the Apostles Manuscript\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Paul C Dilley, Christy Chapman, C Seth Parker, and W Brent Seales.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2021 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/edizionicafoscari.it\/media\/pdf\/article\/magazen\/2021\/1\/art-10.14277-10.30687-mag-2724-3923-2021-03-002.pdf\"><b>Scholarly Editing and AI: Machine Predicted Text and Herculaneum Papyri<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">James H. Brusuelas<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-71903-6_15\"><b>Using METS to Express Digital Provenance for Complex Digital Objects<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Christy Chapman, Seth Parker, Stephen Parsons, and W. Brent Seales.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/muse.jhu.edu\/pub\/56\/article\/794853\"><b>The Digital Compilation and Restoration of Herculaneum Fragment P.Herc.118<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Christy Y. Chapman, C. Seth Parker, Ali Bertelsman, Kristina Gessel, Hannah Hatch, Kyra Seevers, James H. Brusuelas, Stephen Parsons, and W. Brent Seales.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/github.com\/educelab\/OpenABF\"><b>OpenABF <\/b><\/a><span style=\"font-weight: 400;\">\u00a0(github page)<\/span><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\"> Seth Parker<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/github.com\/educelab\/volume-cartographer\"><b>Volume Cartographer <\/b><\/a><span style=\"font-weight: 400;\">(github page)<\/span><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\"> Seth Parker, Kristina Gessel, Stephen Parsons, Jacob Chappell, Bruno Athie Teruel, Nikki Bentley, Ali Bertelsman, John Broadbent, Sydney Chapman, Abigail Coleman, Chao Du, Callie Gardella, Nick Graczyk, Hannah Hatch, Lula Hogg, Sean Karlage, Tam Nguyen, James Pack, David Pennington, Allison Revers, Mike Roup, Michael Royal, Kyra Seevers, Melissa Shankle, Raiffa Syamil, Ryan Taber, and JP Posma.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/pos.sissa.it\/378\/015\/\"><b>Machine Learning Infrastructure on the Frontier of Virtual Unwrapping<\/b><b><i>\u00a0<\/i><\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Stephen Parsons, Jacob Chappell, C. Seth Parker, and W. Brent Seales.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2020 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dl.acm.org\/doi\/10.1007\/978-3-031-70543-4_14\"><b>Towards Automating Volumetric Segmentation for Virtual Unwrapping<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Kristina Gessel, Stephen Parsons, Clifford Parker, and William Seales.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/github.com\/educelab\/smgl\"><b>Structured Metadata Engine and Graph Objects Library<\/b><\/a> <span style=\"font-weight: 400;\">(github page)<\/span><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\"> Seth Parker<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/chnt.at\/wp-content\/uploads\/Deep-Learning-for-More-Expressive-Virtual-Unwrapping.pdf\"><b>Deep Learning for More Expressive Virtual Unwrapping<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Stephen Parsons, Kristina Gessel, Clifford Parker, and William Seales.\u00a0<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2019 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/11058\/2525038\/Unbending-light--new-computational-methods-for-the-correction-of\/10.1117\/12.2525038.full\"><b>Unbending light: new computational methods for the correction of 3D effects in scanning XRF<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Monica Ganio, Stephen Parsons, Seth Parker, Marie Svoboda, Brent Seales, and Catherine Schmidt Patterson.<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0215775\"><b>From invisibility to readability: Recovering the ink of Herculaneum<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Clifford Seth Parker, Stephen Parsons, Jack Bandy, Christy Chapman, Frederik Coppens, and William Brent Seales<\/span><\/i><span style=\"font-weight: 400;\">.<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Revealing \u201cInvisible\u201d Signals in CT with Machine Learning\u00a0<\/b><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Stephen Parsons, C. Seth Parker, Frederik Coppens, and W. Brent Seales.<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/drive.google.com\/file\/d\/1bCHastFJSjkjnAScDNT8-fcjJZ-OD91k\/view\"><b>Making Fragile Artifacts Interactive: The 3D and Hyperspectral imaging Of PHerc.118<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Kyra Seevers, Kristina Gessel, Alix Bertelsman, and Hannah Hatch.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2017 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Enhanced CT Analysis Using Volume Flattening<\/b><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\"> Seth Parker and W. Brent Seales.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/repository.upenn.edu\/entities\/publication\/8eb6794f-1620-4bec-96a0-303a640518a9\"><b>The St. Chad Gospels: Diachronic Manuscript Registration and Visualization<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Stephen Parsons, C. Seth Parker, and W. Brent Seales<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/scholars.uky.edu\/en\/publications\/4117-virtual-unwrapping-a-computational-approach-for-reading-dama\"><b>4.1.1.7 Virtual Unwrapping: A Computational Approach for Reading Damaged Manuscripts<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\"> Brent Seales, C. Seth Parker, and Christy Chapman.\u00a0<\/span><\/i><\/p>\n<ul>\n<li><a href=\"https:\/\/scrollprize.org\/assets\/files\/retro-d2f32e69244db6712a84b1c129634b55.pdf\"><b>Reading the Invisible Library: A Retrospective<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W.B. Seales.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2016 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Reading the Invisible Library<\/b><\/li>\n<\/ul>\n<ol>\n<li><i><span style=\"font-weight: 400;\"> Seth Parker, W. Brent Seales, and Gregory Heyworth.<\/span><\/i><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/arxiv.org\/abs\/2007.15551\"><b>Quantitative Distortion Analysis of Flattening Applied to the Scroll from En-Gedi<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Clifford Seth Parker, William Brent Seales, and Pnina Shor<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.science.org\/doi\/10.1126\/sciadv.1601247\"><b>From damage to discovery via virtual unwrapping: Reading the scroll from En-Gedi<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">William Brent Seales, Clifford Seth Parker, Michael Segal, Emanuel Tov, Pnina Shor, and Yosef Porath.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/openscholar.huji.ac.il\/sites\/default\/files\/he_bible_project\/files\/m._segal1.1.pdf\"><b>An Early Leviticus Scroll from En-Gedi: Preliminary Publication\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Michael Segal, Emanuel Tov, William Brent Seales, Clifford Seth Parker, Pnina Shor, and Yosef Porath.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2013 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.bibsonomy.org\/bibtex\/192da662922ca2bd9475d34b644db270c\"><b>Virtual unrolling of carbonized Herculaneum scrolls: Research Status (2007\u20132012)<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales and Daniel Delattre.<\/span><\/i><i><span style=\"font-weight: 400;\">\u00a0<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2012 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/2407746.2407778\"><b>Asset digitization: moving beyond facsimile<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales and Steve Crossan.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2011 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.ndt.net\/article\/art2011\/papers\/FIELD%20-%20M%2014.pdf\"><b>Analysis of Herculaneum papyri with x-ray computed tomography<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales, J Griffioen, R Baumann, and M Field<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2010 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Virtual conservation: Experience with micro-CT and manuscripts<\/b><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">WB Seales, J Griffioen, and D Jacobs<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2009 &#8211;<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.persee.fr\/doc\/crai_0065-0536_2009_num_153_2_92557\"><b>Lire sans de\u0301truire les papyrus carbonise\u0301s d\u2019Herculanum\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2008 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"http:\/\/rfbaumann.com\/papers\/Israel-EDUCE.pdf\"><b>The use of micro-ct in the study of archaeological artifacts<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Ryan Baumann, Dorothy Carr Porter, and W Brent Seales.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2007 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"http:\/\/www.cse.yorku.ca\/~mbrown\/pdf\/tpami07_document.pdf\"><b>Restoring 2D content from distorted documents<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Michael S Brown, Mingxuan Sun, Ruigang Yang, Lin Yun, and W Brent Seales.\u00a0<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/ieeexplore.ieee.org\/document\/1336108\/\"><b>Physically-based digital restoration using volumetric scanning<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Yun Lin\u00a0<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2005 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/ieeexplore.ieee.org\/document\/1541317\/\"><b>Opaque document imaging: Building images of inaccessible texts<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Yun Lin and W Brent Seales<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/ieeexplore.ieee.org\/document\/1544846\/\"><b>Geometric and photometric restoration of distorted documents\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Mingxuan Sun, Ruigang Yang, Yun Lin, George Landon, Brent Seales, and Michael S Brown<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"http:\/\/dmn.netlab.uky.edu\/~seales\/pami-final-2004.pdf\"><b>Image restoration of arbitrarily warped documents\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Michael S Brown and W Brent Seales<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/996350.996380\"><b>Digital restoration using volumetric scanning\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales and Yun Lin.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2003 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Digital restoration: Principles and approaches<\/b><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales and Yun Lin.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2000 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/librarytechnology.org\/document\/6918\"><b>The digital atheneum: new techniques for restoring and preserving old documents.<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales, James Griffioen, and Kevin Kiernan<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>1999 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><b>The Digital Atheneum-restoring damaged manuscripts<\/b><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales, James Griffioen, and Kevin Kiernan<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>1998 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0262885697000723\"><b>Object recognition in compressed imagery<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">W Brent Seales, Cheng J Yuan, Wei Hu, and Matthew D Cutts.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><b>Virtual Unwrapping<\/b><\/h2>\n<p>&nbsp;<\/p>\n<p><b>2024 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.analchem.3c05249\"><b>Advanced Microspatially Offset Raman Spectroscopy for Noninvasive Imaging of Concealed Texts and Figures Using Raman Signal, Fluorescence Emission, and Overall Spectral Intensity<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Alessandra Botteon, Marc Vermeulen, Laura Cristina, Silvia Bruni, Pavel Matousek, Costanza Miliani, Marco Realini, Lora Angelova, and Claudia Conti.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-70543-4_14\"><b>Fully Automatic Virtual Unwrapping Method for Documents Imaged by X-Ray Tomography<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Petr Kulagin, Dmitry Polevoy, Marina Chukalina, Dmitry Nikolaev, and Vladimir V. Arlazarov<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1386142524017578\"><b>Unravelling hidden text and figures in paper-based archival doc- uments with micro-spatially offset Raman spectroscopy imaging<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Marc Vermeulen, Claudia Conti, Pavel Matousek, Lora Angelova, and Alessandra Botteon.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2023 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.mdpi.com\/2313-433X\/9\/10\/230\"><b>A Geometric Feature-Based Algorithm for the Virtual Reading of Closed Historical Manuscripts\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Rosa Brancaccio, Fauzia Albertin, Marco Seracini, Matteo Bettuzzi, and Maria Pia Morigi.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s40494-023-00912-9\"><b>Using computed tomography to recover hidden medieval fragments beneath early modern leather bindings, first results\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">J Eric Ensley, Katherine H Tachau, Susan A Walsh, Honghai Zhang, Giselle Simon, Laura Moser, Jarron Atha, Paul Dilley, Eric A Hoffman, and Milan Sonka.\u00a0<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/12701\/2680132\/From-tomographic-reconstruction-to-automatic-text-recognition--the-next\/10.1117\/12.2680132.full\"><b>From tomographic reconstruction to automatic text recognition: the next frontier task for the artificial intelligence<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\"> V. Polevoy, P. A. Kulagin, A. S. Ingacheva, Zh. V. Soldatova, M. V. Chukalina, D. P. Nikolaev, and V. V. Arlazarov<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/arxiv.org\/abs\/2308.05070\"><b>Volumetric Fast Fourier Convolution for Detecting Ink on the Carbonized Herculaneum Papyri<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Fabio Quattrini, Vittorio Pippi, Silvia Cascianelli, and Rita Cucchiara<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.imeko.org\/publications\/tc4-Archaeo-2023\/IMEKO-MetroArchaeo-2023-106.pdf\"><b>Terahertz Identification of Characters Written in Iron-Gall Ink on Stacked Paper\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Haolian Shi, Leor Jacobi, Alexandre Locquet, and DS Citrin.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2022 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/umanisticadigitale.unibo.it\/article\/download\/14399\/14107\/55725\"><b>X-ray tomography for manuscripts\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Fauzia Albertin.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s41598-022-26957-7\"><b>Deep learning for terahertz image denoising in nondestructive historical document analysis<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Balaka Dutta, Konstantin Root, Ingrid Ullmann, Fabian Wagner, Martin Mayr, Mathias Seuret, Mareike Thies, Daniel Stromer, Vincent Christlein, Jan Schu\u0308r<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s12650-022-00877-0\"><b>High-precision page information extraction from 3D scanned booklets using physics-informed neural network<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Zhongjiang Han, Jiarui Ou, and Koji Koyamada.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/muse.jhu.edu\/pub\/1\/article\/853520\"><b>The Ghosts of Bindings Past: Micro-Computed X-Ray Tomography for the Study of Bookbinding<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">JD Sargan, Jessica J Lockhart, Andrew J Nelson, DL Meert-Williston, and Alexandra Gillespie<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0143816621003936\"><b>Virtual unrolling technology based on terahertz computed tomography<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Tianyi Wang, Kejia Wang, Kaigang Zou, Sishi Shen, Yongqiang Yang, Mengting Zhang, Zhengang Yang, and Jinsong Liu<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2021 &#8211;<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.analchem.0c04178\"><b><i>Revealing the Nature of Black Pigments Used on Ancient Egyptian Papyri from Champollion Collection<\/i><\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Pierre-Olivier Autran, Catherine Dejoie, Pierre Bordet, Jean-Louis Hodeau, Caroline Dugand, Mae\u0308va Gervason, Michel Anne, and Pauline Martinetto<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2212054821000151\"><b>Revisiting the Jerash Silver Scroll: a new visual data analysis approach<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Daniel Baum, Felix Herter, John M\u00f8ller Larsen, Achim Lichtenberger, and Rubina Raja.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s41467-021-21326-w\"><b>Unlocking history through automated virtual unfolding of sealed documents imaged by X-ray microtomography\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Jana Dambrogio, Amanda Ghassaei, Daniel Starza Smith, Holly Jackson, Martin L. Demaine, Graham Davis, David Mills, Rebekah Ahrendt, Nadine Akkerman, David van der Linden, and Erik D. Demaine.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s41598-020-80458-z\"><b>A computational platform for the virtual unfolding of Herculaneum Papyri<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Sara Stabile, Francesca Palermo, Inna Bukreeva, Daniela Mele, Vincenzo Formoso, Roberto Bartolino, and Alessia Cedola.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1111\/arcm.12734\"><b>Virtual unwrapping of the BISPEGATA amulet, a multiple folded medieval lead amulet, by using neutron tomography<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Birgit Wilster-Hansen, David C. Mannes, Karen L. Holmqvist, Kristine \u00d8deby, and Hartmut Kutzke.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2020 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1296207419301670\"><b>Virtual unfolding of folded papyri<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Heinz-Eberhard Mahnke, Tobias Arlt, Daniel Baum, Hans-Christian Hege, Felix Herter, Norbert Lindow, Ingo Manke, Tzulia Siopi, Eve Menei, Marc Etienne, and Verena Lepper.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s41467-019-13943-3\"><b>4D imaging of lithium-batteries using correlative neutron and X- ray tomography with a virtual unrolling technique<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Ralf F Ziesche, Tobias Arlt, Donal P Finegan, Thomas MM Heenan, Alessan- dro Tengattini, Daniel Baum, Nikolay Kardjilov, Henning Marko\u0308tter, Ingo Manke, Winfried Kockelmann, et al<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2019 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC7235151\/\"><b>Placental Flattening via Volumetric Parameterization\u00a0<\/b><\/a><\/li>\n<\/ul>\n<ol>\n<li><i><span style=\"font-weight: 400;\"> Mazdak Abulnaga, Esra Abaci Turk, Mikhail Bessmeltsev, P. Ellen Grant, Justin Solomon, and Polina Golland<\/span><\/i><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s41598-019-39447-0\"><b>Virtual cleaning and unwrapping of non-invasively digitized soiled bamboo scrolls\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Daniel Stromer, Vincent Christlein, Xiaolin Huang, Patrick Zippert, Tino Hausotte, and Andreas Maier.\u00a0<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2018 &#8211;<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s40494-018-0175-4\"><b>An assessment of multimodal imaging of subsurface text in mummy cartonnage using surrogate papyrus phantoms<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Adam Gibson, Kathryn E Piquette, Uwe Bergmann, William Christens- Barry, Graham Davis, Marco Endrizzi, Shuting Fan, Sina Farsiu, Anthony Fitzgerald, Jennifer Griffiths, et al<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8219709\/\"><b>Robust Virtual Unrolling of Historical Parchment XMT Images<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Chang Liu, Paul L Rosin, Yu-Kun Lai, and Weiduo Hu<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s41598-018-29037-x\"><b>Virtual Recovery of Content from X-Ray Micro-Tomography Scans of Damaged Historic Scrolls<\/b><\/a><b>\u00a0<\/b><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Paul L Rosin, Yu-Kun Lai, Chang Liu, Graham R Davis, David Mills, Gary Tuson, and Yuki Russell.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8395171\/\"><b>Non-destructive Digitization of Soiled Historical Chinese Bamboo Scrolls\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Daniel Stromer, Vincent Christlein, Andreas Maier, Patrick Zippert, Eric Helmecke, Tino Hausotte, and Xiaolin Huang.<\/span><\/i><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/s41598-018-33685-4\"><b>Browsing through sealed historical manuscripts by using 3-D computed tomography with low-brilliance X-ray sources<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Daniel Stromer, Vincent Christlein, Christine Martindale, Patrick Zippert, Eric Haltenberger, Tino Hausotte, and Andreas Maier.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/str.12289\"><b>Uncovering the hidden content of layered documents by means of photoacoustic imaging<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">George J Tserevelakis, Margarita Tsagkaraki, Panagiotis Siozos, and Giannis Zacharakis.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2017 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00339-017-0808-6\"><b>Revealing hidden text in rolled and folded papyri<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Daniel Baum, Norbert Lindow, Hans-Christian Hege, Verena Lepper, Tzulia Siopi, Frank Kutz, Kristin Mahlow, and Heinz-Eberhard Mahnke.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/229\/1\/012005\"><b>Browsing Through Closed Books: Evaluation of Preprocessing Methods for Page Extraction of a 3-D CT Book Volume\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Daniel Stromer, Vincent Christlein, Tobias Scho\u0308n, Wolfgang Holub, and Andreas Maier.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2016 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00339-016-9796-1\"><b>X-ray computed tomography for virtually unrolling damaged papyri\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Dario Allegra, Enrico Ciliberto, Paolo Ciliberto, Giuseppe Petrillo, Filippo Stanco, and Claudia Trombatore<\/span><\/i><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/srep27227\"><b>Virtual unrolling and deciphering of Herculaneum papyri by X-ray phase-contrast tomography<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">I Bukreeva, A Mittone, A Bravin, G Festa, M Alessandrelli, P Coan, V Formoso, RG Agostino, M Giocondo, F Ciuchi, et al.<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/users.cs.cf.ac.uk\/Paul.Rosin\/resources\/papers\/snow-white-Euromed.pdf\"><b>Recovering historical film footage by processing microtomographic images\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Chang Liu, Paul L Rosin, Yu-Kun Lai, Graham R Davis, David Mills, and Charles Norton.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2015 &#8211;<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/srep17765\"><b>Revealing text in a complexly rolled silver scroll from Jerash with computed tomography and advanced imaging software\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Gry Hoffmann Barfod, John M\u00f8ller Larsen, Achim Lichtenberger, and Rubina Raja.<\/span><\/i><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.nature.com\/articles\/ncomms6895\"><b>Revealing letters in rolled Herculaneum papyri by X-ray phase- contrast imaging\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Vito Mocella, Emmanuel Brun, Claudio Ferrero, and Daniel Delattre<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2014 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0031320313002677\"><b>Virtual unrolling and information recovery from scanned scrolled historical documents\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Oksana Samko, Yu-Kun Lai, David Marshall, and Paul L Rosin.\u00a0<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2008 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1361841508000418\"><b>Area-preserving flattening maps of 3D ultrasound carotid arteries images<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Bernard Chiu, Micaela Egger, David J Spence, Grace Parraga, and Aaron Fenster<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2005 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC3640433\/\"><b>Flattening maps for the visualization of multibranched vessels<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Lei Zhu, Steven Haker, and Allen Tannenbaum<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><b>2004 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/ieeexplore.ieee.org\/document\/1302209\/\"><b>Robust and objective decomposition and mapping of bifurcating vessels\u00a0<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">Luca Antiga and David A Steinman.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2001 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/ieeexplore.ieee.org\/document\/964540\/\"><b>Nonlinear virtual colon unfolding<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">AV Vilanova Bartroli, Rainer Wegenkittl, Andreas Konig, and Eduard Groller<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><b>2000 &#8211;\u00a0<\/b><\/p>\n<ul>\n<li aria-level=\"1\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/11055781\/\"><b>Nondistorting flattening maps and the 3-D visualization of colon CT images<\/b><\/a><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400;\">S Halier, Sigurd Angenent, A Tannenbaurn, and Ron Kikinis<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<p><br style=\"font-weight: 400;\" \/><br style=\"font-weight: 400;\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>EduceLab Research &nbsp; 2024 &#8211;\u00a0 Multispectral Imaging of Damaged Sacramental Journal Pages: A Preliminary Study Ankan Bhattacharyya, C. Seth Parker, and W. Brent Seales. Revealing Text from a Still-rolled Herculaneum Papyrus Scroll Federica Nicolardi, Stephen Parsons, Daniel Delattre, Gianluca Del Mas- tro, Robert L. Fowler, Richard Janko, Tobias Reinhardt, C. Seth Parker, Christy Chapman, and [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-5571","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publications - Digital Restoration Initiative<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www2.cs.uky.edu\/dri\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - Digital Restoration Initiative\" \/>\n<meta property=\"og:description\" content=\"EduceLab Research &nbsp; 2024 &#8211;\u00a0 Multispectral Imaging of Damaged Sacramental Journal Pages: A Preliminary Study Ankan Bhattacharyya, C. 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