Title :
Reading Auntie Pauline´s Christmas letter [character recognition]
Author_Institution :
Sch. of Comput. Sci. & Inf. Technol., Nottingham Univ., UK
Abstract :
The author has developed software in the past that segments hand-printed characters using simple heuristics, normalises them, extracts features and recognises them using a quadratic discriminant function. He concluded that correct segmentation was the area that needed major research effort. If this could be done correctly then the recognition results would be reasonably impressive using existing software. He has developed software for producing outlines, and then strokes (or vectors) from scanned images. The original application was the capture of engineering drawings. The outlining is a crack-following approach. A sequence of mergelets forms a word. Finding the best sequence of mergelets is the formulation of the segmentation problem
Keywords :
character recognition; crack-following; feature extraction; hand-printed character recognition; heuristics; image segmentation; mergelets; search space; strokes; word recognition;
Conference_Titel :
Handwriting Analysis and Recognition (Ref. No. 1998/440), IEE Third European Workshop on
Conference_Location :
Brussels
DOI :
10.1049/ic:19980692