Title :
Handling spatial information in on-line handwriting recognition
Author :
Marukatat, Sanparith ; Artières, Thierry
Author_Institution :
LIP6, Paris VI Univ., France
Abstract :
This paper focuses on handling the two-dimensional feature of on-line handwriting signals in recognition engines. This spatial information is taken into account in various ways depending on the nature of characters to be recognized. We review some techniques used in the literature and investigate new ones to represent and model the spatial information in handwriting recognition engines. We compare formally and experimentally a number of solutions on various character recognition tasks.
Keywords :
handwriting recognition; handwritten character recognition; visual databases; character recognition; online handwriting recognition; spatial information; Character recognition; Collaborative work; Conferences; Engines; Handwriting recognition; Hidden Markov models; Online Communities/Technical Collaboration; Resumes; Shape; Speech recognition; Complex Characters; Online Handwriting Recognition; Spatial Relation;
Conference_Titel :
Frontiers in Handwriting Recognition, 2004. IWFHR-9 2004. Ninth International Workshop on
Print_ISBN :
0-7695-2187-8
DOI :
10.1109/IWFHR.2004.48