Title :
A Bi-modal Handwritten Text Corpus: Baseline Results
Author :
Pastor-i-Gadea, M. ; Toselli, Alejandro H. ; Casacuberta, Francico ; Vidal, Enrique
Author_Institution :
Univ. Politec. de Valencia, Valencia, Spain
Abstract :
Handwritten text is generally captured through two main modalities: off-line and on-line. Smart approaches to handwritten text recognition (HTR) may take advantage of both modalities if they are available. This is for instance the case in computer-assisted transcription of text images, where on-line text can be used to interactively correct errors made by a main off-line HTR system. We present here baseline results on the biMod-IAM-PRHLT corpus, which was recently compiled for experimentation with techniques aimed at solving the proposed multi-modal HTR problem, and is being used in one of the official ICPR-2010 contests.
Keywords :
document image processing; handwritten character recognition; HTR; biMod-IAM-PRHLT corpus; bimodal handwritten text corpus; computer-assisted transcription; handwritten text recognition; Accuracy; Error analysis; Handwriting recognition; Hidden Markov models; Text recognition; Trajectory; Character and text recognition; Handwriting recognition; Multimodal interaction and processing;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.476