TY - GEN
T1 - Computerized paleography
T2 - 2011 18th IEEE International Conference on Image Processing, ICIP 2011
AU - Wolf, Lior
AU - Potikha, Liza
AU - Dershowitz, Nachum
AU - Shweka, Roni
AU - Choueka, Yaacov
PY - 2011
Y1 - 2011
N2 - The Digital Age has brought with it large-scale digitization of historical records. The modern scholar of history or of other disciplines is often faced today with hundreds of thousands of readily-available and potentially-relevant full or fragmentary documents, but without computer aids that would make it possible to find the sought-after needles in the proverbial haystack of online images. The problems are even more acute when documents are handwritten, since optical character recognition does not provide quality results. We consider two tools: (1) a handwriting matching tool that is used to join together fragments of the same scribe, and (2) a paleographic classification tool that matches a given document to a large set of paleographic samples. Both tools are carefully designed not only to provide a high level of accuracy, but also to provide a clean and concise justification of the inferred results. This last requirement engenders challenges, such as sparsity of the representation, for which existing solutions are inappropriate for document analysis.
AB - The Digital Age has brought with it large-scale digitization of historical records. The modern scholar of history or of other disciplines is often faced today with hundreds of thousands of readily-available and potentially-relevant full or fragmentary documents, but without computer aids that would make it possible to find the sought-after needles in the proverbial haystack of online images. The problems are even more acute when documents are handwritten, since optical character recognition does not provide quality results. We consider two tools: (1) a handwriting matching tool that is used to join together fragments of the same scribe, and (2) a paleographic classification tool that matches a given document to a large set of paleographic samples. Both tools are carefully designed not only to provide a high level of accuracy, but also to provide a clean and concise justification of the inferred results. This last requirement engenders challenges, such as sparsity of the representation, for which existing solutions are inappropriate for document analysis.
UR - http://www.scopus.com/inward/record.url?scp=84856288421&partnerID=8YFLogxK
U2 - 10.1109/ICIP.2011.6116481
DO - 10.1109/ICIP.2011.6116481
M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???
AN - SCOPUS:84856288421
SN - 9781457713033
T3 - Proceedings - International Conference on Image Processing, ICIP
SP - 3545
EP - 3548
BT - ICIP 2011
Y2 - 11 September 2011 through 14 September 2011
ER -
