A novel border-following algorithm is used to reconstruct the borders
and missing links of noisy and broken handwritten digits. When combined
with a suitable rejection threshold, improved performance from handwritten
character classifiers is achieved. Experimental results are given
which show the effectiveness of the method, raising recognition rates
by an additional 5% for handwritten digits in the presence of gaps
and noise.
%0 Journal Article
%1 Whichello1996
%A Whichello, A.P.
%A Yan, H.
%D 1996
%J Pattern Recognition (PR)
%K Border Boundary Broken Handwritten Image Segmentation character linking; recognition; strokes; thresholding; tracing;
%N 8
%P 1429--1435
%R 10.1016/0031-3203(95)00171-9
%T Linking Broken Character Borders with Variable Sized Masks to Improve
Recognition
%V 29
%X A novel border-following algorithm is used to reconstruct the borders
and missing links of noisy and broken handwritten digits. When combined
with a suitable rejection threshold, improved performance from handwritten
character classifiers is achieved. Experimental results are given
which show the effectiveness of the method, raising recognition rates
by an additional 5% for handwritten digits in the presence of gaps
and noise.
@article{Whichello1996,
abstract = {A novel border-following algorithm is used to reconstruct the borders
and missing links of noisy and broken handwritten digits. When combined
with a suitable rejection threshold, improved performance from handwritten
character classifiers is achieved. Experimental results are given
which show the effectiveness of the method, raising recognition rates
by an additional 5% for handwritten digits in the presence of gaps
and noise.},
added-at = {2011-03-27T19:47:06.000+0200},
author = {Whichello, A.P. and Yan, H.},
bibsource = {http://www.visionbib.com/bibliography/char1002.html#TT87526},
biburl = {https://www.bibsonomy.org/bibtex/2b2709e25e811d7f98987a5df8f2d6913/cocus},
doi = {10.1016/0031-3203(95)00171-9},
file = {:./whichello.pdf:PDF},
interhash = {d85e7ef1d1116789ef8cab1e1bb967f8},
intrahash = {b2709e25e811d7f98987a5df8f2d6913},
journal = {Pattern Recognition ({PR})},
keywords = {Border Boundary Broken Handwritten Image Segmentation character linking; recognition; strokes; thresholding; tracing;},
month = aug,
number = 8,
owner = {CK},
pages = {1429--1435},
timestamp = {2011-03-27T19:47:10.000+0200},
title = {Linking Broken Character Borders with Variable Sized Masks to Improve
Recognition},
volume = 29,
volumne = {29},
year = 1996
}