TY  - CONF
AU  - Oriol Ramos Terrades
AU  - Alejandro Hector Toselli
AU  - Nicolas Serrano
AU  - Veronica Romero
AU  - Enrique Vidal
AU  - Alfons Juan
A2  - ACM
PY  - 2010//
TI  - Interactive layout analysis and transcription systems for historic handwritten documents
BT  - 10th ACM Symposium on Document Engineering
SP  - 219–222
KW  - Handwriting recognition
KW  - Interactive predictive processing
KW  - Partial supervision
KW  - Interactive layout analysis
N2  - The amount of digitized legacy documents has been rising dramatically over the last years due mainly to the increasing number of on-line digital libraries publishing this kind of documents, waiting to be classified and finally transcribed into a textual electronic format (such as ASCII or PDF). Nevertheless, most of the available fully-automatic applications addressing this task are far from being perfect and heavy and inefficient human intervention is often required to check and correct the results of such systems. In contrast, multimodal interactive-predictive approaches may allow the users to participate in the process helping the system to improve the overall performance. With this in mind, two sets of recent advances are introduced in this work: a novel interactive method for text block detection and two multimodal interactive handwritten text transcription systems which use active learning and interactive-predictive technologies in the recognition process.
UR  - http://dx.doi.org/10.1145/1860559.1860607
N1  - DAG
ID  - Oriol Ramos Terrades2010
ER  -