PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Using mouse feedback in computer assisted transcription of handwritten text images
Verónica Romero, Alejandro Hector Tosselli and Enrique Vidal
In: 10th International Conference on Document Analysis and Recognition, Barcelona, Spain(2009).

Abstract

To date, automatic handwring recognition systems are far from being perfect and heavy human intervention is often required to check and correct the results of such systems. In order to achieve correct transcriptions, human knowledge can be integrated into the transcription process, following an Interactive Predictive paradigm. We have recently proposed Mouse Actions as a significant feedback information source for the underlying interactive system to improve the poductivity of the human transcriptor. In this paper we review this way to interact with the system and report comparative results using the publicly available IAMDB dataset.

EPrint Type:Conference or Workshop Item (Other)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Natural Language Processing
ID Code:5670
Deposited By:Alfons Juan
Deposited On:08 March 2010