TY  - CONF
AU  - Juan Ignacio Toledo
AU  - Alicia Fornes
AU  - Jordi Cucurull
AU  - Josep Llados
A2  - DAS
PY  - 2016//
TI  - Election Tally Sheets Processing System
BT  - 12th IAPR Workshop on Document Analysis Systems
SP  - 364
EP  - 368
N2  - In paper based elections, manual tallies at polling station level produce myriads of documents. These documents share a common form-like structure and a reduced vocabulary worldwide. On the other hand, each tally sheet is filled by a different writer and on different countries, different scripts are used. We present a complete document analysis system for electoral tally sheet processing combining state of the art techniques with a new handwriting recognition subprocess based on unsupervised feature discovery with Variational Autoencoders and sequence classification with BLSTM neural networks. The whole system is designed to be script independent and allows a fast and reliable results consolidation process with reduced operational cost.
L1  - http://refbase.cvc.uab.es/files/TFC2016.pdf
UR  - http://dx.doi.org/10.1109/DAS.2016.37
N1  - DAG; 602.006; 600.061; 601.225; 600.077; 600.097
ID  - Juan Ignacio Toledo2016
ER  -