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This work shows Information Retrieval experiments performed over handwritten documents produced by a single writer. The same retrieval task has been performed over both manual (no errors) and automatic (Word Error Rate around 45%) transcriptions of 200 handwritten texts. The results show that the performance loss due to recognition errors is acceptable and that Information Retrieval technologies can be effectively applied to handwritten data.
Touradj Ebrahimi, Michela Testolina, Davi Nachtigall Lazzarotto
Vincenzo Savona, Fabrizio Minganti, Luca Gravina