Iron Age Hebrew Ostraca in the Silicon Age - Computerized Paleography
List of Publications
Levy, E., Faigenbaum-Golovin, S., Piasetzky, E., Finkelstein, I.,
Seeing the invisible: ostraca hunting via multispectral imaging,
Semitic and Classical 15, 179-188, 2023.
Faigenbaum-Golovin, S., Shaus, A., Sober, B.,
Analyzing Ancient Hebrew Inscriptions: Computational Paleography Survey.
IEEE BITS the Information Theory Magazine, 2(1), 90-101, 2022.
Faigenbaum-Golovin, S., Shaus, A., Sober, B., Gerber, Y., Turkel, E., Piasetzky, E., Finkelstein, I.,
Literacy in Judah And Israel: Algorithmic and Forensic Examination of the Arad and Samaria Ostraca,
Near Eastern Archaeology, 84(2), 148-158, 2021.
Faigenbaum-Golovin, S., Finkelstein, I., Levy, E., Na'aman, N., Piasetzky, E.,
Semitica, 62, 43-68, 2020.
2021
2022
2023
Shaus, A., Gerber, Y., Faigenbaum-Golovin, S. Sober, B., Piasetzky, E., Finkelstein, I.,
literacy level
PLOS ONE, 15(9), 2020.
2019
Faigenbaum-Golovin, S., Levin, D., Piasetzky, E., & Finkelstein, I. 2019.
19th ACM Symposium on Document Engineering (DocEng2019).
A. Shaus, B. Sober, O. Tzang, Z. Ioffe, O. Cheshnovsky, I. Finkelstein, E. Piasetzky,
Archaeometry, 61.2, 459–469, https://doi.org/10.1111/arcm.12419, 2019.
Mendel-Geberovich, A., Faigenbaum-Golovin, S., Shaus, A., Sober, B., Cordonsky, M., Piasetzky E., Finkelstein, I., Milevski I.,
A Renewed Reading of Hebrew Ostraca from Cave A-2 at Ramat Beit Shemesh (Nahal Yarmut), Based on Multispectral Imaging
Vetus Testamentum, 69(4-5), 682-701, 2019.
2017
Faigenbaum-Golovin, S., Mendel-Geberovich, A., Shaus, A., Sober, B., Cordonsky, M., Levin, D., Moinester, M., Sass, B., Turkel, E.,
Piasetzky, E., & Finkelstein, I. 2017. Multispectral Imaging Reveals Biblical-Period Inscription Unnoticed for Half a Century.
PLOS ONE 12(6): e0178400. https://doi.org/10.1371/journal.pone.0178400.
Shaus, A., Sober, B., Faigenbaum-Golovin, S. , Mendel-Geberovich, A., Levin, D., Piasetzky, E., Turkel, E., 2017, Statistical inference
in archaeology: Are we confident?, in: O. Lipschits, Y. Gadot, M. J. Adams eds., Rethinking Israel: Studies in the History and
Archaeology of Ancient Israel in Honor of Israel Finkelstein, Eisenbrauns, Winona Lake, pp. 389-401.
Shaus, A., Turkel, E., 2017. Towards letter shape prior and paleographic tables estimation in Hebrew First Temple period ostraca,
Proceedings of the 4th International Workshop on Historical Document Imaging and Processing (HIP 2017), pp. 13-18.
Mendel-Geberovich, A., Shaus, A., Faigenbaum-Golovin, S., Sober, B., Cordonsky, M., Piasetzky, E., Finkelstein, I., 2017.
A Brand New Old Inscription: Arad Ostracon 16 Rediscovered Via Multispectral Imaging.
Bulletin of the American Schools of Oriental Research (BASOR), 378, pp. 31-34.
Faigenbaum-Golovin, S. , Shaus, A., Sober, B., Mendel-Geberovich, A., Piasetzky, E., Finkelstein, I., 2017.
Shedding Light on Iron Age Hebrew Ostraca via Modern Imaging and Computational Technologies, TAU Archaeology 3, 12.
Shaus A., Faigenbaum-Golovin S., Sober B., Piasetzky, E., Turkel E., 2017, Potential Contrast - A New Image Quality Measure.
Proceedings of the Image Quality and System Performance 2017 Conference.
Shaus, A., Turkel, E., Writer identification in modern and historical documents via binary pixel patterns, Kolmogorov-Smirnov
test and Fisher's method, Proceedings of the 22nd Human Vision and Electronic Imaging Conference (HVEI 2017); Journal of
Imaging Science and Technology, 2017.
2016
Faigenbaum-Golovin, S., Shaus, A., Sober, B., Levin, D., Na'aman, N., Sass, B., Turkel, E., Piasetzky, E., & Finkelstein, I. 2016. Algorithmic handwriting analysis of Judah's military correspondence sheds light on composition of Biblical texts.
Proceedings of the National Academy of Sciences (PNAS) 113(17): 4664-4669.
Shaus, A., Sober, B., Faigenbaum-Golovin, S., Mendel-Geberovich, A., Piasetzky, E., Turkel, E., 2016, Facsimile creation: Review of
algorithmic approaches, in: I. Finkelstein, C. Robin, T. Romer eds., Alphabets, Texts and Artefacts in the Ancient Near East, Studies
Presented to Benjamin Sass, 474-488.
Shaus, A., Turkel, E. 2016. Chan-Vese Revisited: Relation to Otsu's Method and a Parameter-Free Non-PDE Solution via
Morphological Framework. In International Symposium on Visual Computing, 203-212. Springer International Publishing.
Shaus, A., Sober, B., Turkel, E., Piasetzky, E., 2016, Beyond the ground truth: Alternative quality measures of
document binarizations, Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition
(ICFHR 2016): 495-500.
Sober, B., Levin, D. Computer aided restoration of handwritten character strokes. arXiv:1602.07038.
2015
Faigenbaum-Golovin, S., Rollston, C.A., Piasetzky, E., Sober, B., & Finkelstein, I. 2015. The Ophel (Jerusalem) ostracon in light of new multispectral images. Semitica 57: 113-137.
Faigenbaum-Golovin, S., Shaus, A., Sober, B., Finkelstein, I., Levin, D., Moinester, M., Piasetzky, E., & Turkel, E. 2015. Computerized paleographic investigation of Hebrew Iron Age ostraca. Radiocarbon 57(2): 317-325.
Faigenbaum, S., Sober, B., Moinester, M., & Piasetzky, E. 2015. Multispectral imaging of Tel Malhata ostraca. In: Beit-Arieh, I. ed. Tel Malhata, A Central City in the Biblical Negev (Institute of Archaeology, Tel Aviv University, Monograph Series 32). Tel Aviv: 510-513.
Nir-El, Y., Goren, Y., Piasetzky, E., Moinester, M., & Sober, B. 2015. X-Ray Fluorescence (XFF) measurements of red ink on a Tel Malhata Ostracon. In: Beit-Arieh, I. (ed.). Tel Malhata A Central City in the Biblical Negev (Institute of Archaeology, Tel Aviv University, Monograph Series 32). Tel Aviv: 507-509.
2014
Faigenbaum, S., Sober, B., Finkelstein, I., Moinester, M., Piasetzky, E., Shaus, A., & Cordonsky, M. 2014. Multispectral Imaging of
two Hieratic Inscriptions from Qubur el-Walaydah. Agypten und Levante/Egypt and the Levant, 349-353.
Sober, B., Faigenbaum, S., Beit-Arieh, I., Finkelstein, I., Moinester, M., Piasetzky, E., & Shaus, A. 2014. Multispectral imaging as a
tool for enhancing the reading of ostraca. Palestine Exploration Quarterly, 146(3), 185-197
2013
Shaus, A., Sober, B., Turkel, E., & Piasetzky, E. 2013. Improving binarization via sparse methods. In Proceedings of the 16th
International Graphonomics Society Conference (Tokyo University of Agriculture and Technology Press, Tokyo), 163-166.
Faigenbaum, S., Shaus, A., Sober, B., Turkel, E., & Piasetzky, E., 2013. Evaluating glyph binarizations based on their properties.
In Proceedings of the 2013 ACM symposium on Document engineering, 127-130.
2012
Shaus, A., Turkel, E., Piasetzky, E., 2012, Binarization of First Temple Period inscriptions - performance of existing algorithms and
a new registration based scheme. Proceedings of the 13th International Conference on Frontiers in Handwriting Recognition,
Bari, Italy (ICFHR2012).
Shaus, A., Turkel, E., Piasetzky, E., 2012, Quality evaluation of facsimiles of Hebrew First Temple Period inscriptions,
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, Gold Coast, Australia (DAS 2012):
170 - 174
Faigenbaum, S., Sober, B., Shaus, A., Moinester, M., Piasetzky, E., Bearman, G., Cordonsky, M., Finkelstein, I. 2012,
Multispectral Images of Ostraca: Acquisition and Analysis, Journal of Archaeological Science, Vol. 39, Issue 12: 3581-3590.
Finkelstein, I., Boaretto, E., Ben Dor Evian, S., Cabanes, D., Cabanes, M., Eliyahu, A., Faigenbaum, S., Gadot, Y., Langgut, D.,
Martin, M., Meiri, M., Namdar, D., Sapir-Hen, L., Shahack-Gross, R., Shaus, A., Sober, B., Tofollo, M., Yahalom-Mack, N.,
Zapassky, L., Weiner, S., 2012, Reconstructing Ancient Israel: Integrating Macro- and Micro-archaeology, Hebrew Bible
and Ancient Israel, Vol 1, 133-150.
2010
Shaus, A., Finkelstein, I., Piasetzky, E., 2010, Avoiding the Eye of the Beholder: Automated Ostraca Facsimile Evaluation,
Maarav, Vol. 17.1: 7-20.
Theses
Sober, B. under the supervision of Prof. David Levin, Handwritten Character Stroke Reconstruction and Analysis,
Tel Aviv University
Shaus., A. Ph.D. under the supervision of Prof. Eli Turkel, and Prof. Israel Finkelstein
Computer Vision and Machine Learning Methods for Analyzing First Temple Period Inscriptions
Tel Aviv University