Title :
ICDAR 2013 Competition on Handwritten Digit Recognition (HDRC 2013)
Author :
Diem, Markus ; Fiel, Stefan ; Garz, Angelika ; Keglevic, Manuel ; Kleber, Florian ; Sablatnig, Robert
Author_Institution :
CVL, Vienna Univ. of Technol., Vienna, Austria
Abstract :
This paper presents the results of the HDRC 2013 competition for recognition of handwritten digits organized in conjunction with ICDAR 2013. The general objective of this competition is to identify, evaluate and compare recent developments in character recognition and to introduce a new challenging dataset for benchmarking. We describe competition details including dataset and evaluation measures used, and give a comparative performance analysis of the nine (9) submitted methods along with a short description of the respective methodologies.
Keywords :
handwritten character recognition; HDRC 2013 competition; ICDAR 2013 competition; character recognition; comparative performance analysis; handwritten digit recognition; Databases; Educational institutions; Feature extraction; Finite impulse response filters; Handwriting recognition; Support vector machines; Training; competition; digit recognition;
Conference_Titel :
Document Analysis and Recognition (ICDAR), 2013 12th International Conference on
Conference_Location :
Washington, DC
DOI :
10.1109/ICDAR.2013.287