Title :
ICFHR 2012 Competition on Writer Identification Challenge 1: Latin/Greek Documents
Author :
Louloudis, Georgios ; Gatos, Basilis ; Stamatopoulos, Nikolaos
Author_Institution :
Comput. Intell. Lab., Nat. Center for Sci. Res. Demokritos, Athens, Greece
Abstract :
Writer identification is important for forensic analysis, helping experts to deliberate on the authenticity of documents. The general objective of the ICFHR 2012 Writer Identification Contest is to record recent advances in the field of writer identification using established evaluation performance measures. Challenge 1 of the contest deals specifically with Latin scripts. The benchmarking dataset of challenge 1 of the contest was created with the help of 100 writers that were asked to copy four parts of text in two languages (English and Greek). This paper describes the contest details for this challenge including the evaluation measures used as well as the performance of the seven submitted methods along with a short description of each method.
Keywords :
digital forensics; handwriting recognition; text analysis; ICFHR 2012; Latin scripts; benchmarking dataset; document authentication; evaluation measures; forensic analysis; text analysis; writer identification competition; Accuracy; Benchmark testing; Computer science; Educational institutions; Image edge detection; Laboratories; Writing; Writer identification; contest; system evaluation;
Conference_Titel :
Frontiers in Handwriting Recognition (ICFHR), 2012 International Conference on
Conference_Location :
Bari
Print_ISBN :
978-1-4673-2262-1
DOI :
10.1109/ICFHR.2012.219