| Abstract
|
<p>This paper describes two approach … <p>This paper describes two approaches for Amharic word recognition in unconstrained handwritten text using HMMs. The first approach builds word models from concatenated features of constituent characters and in the second method HMMs of constituent characters are concatenated to form word model. In both cases, the features used for training and recognition are a set of primitive strokes and their spatial relationships. The recognition system does not require segmentation of characters but requires text line detection and extraction of structural features, which is done by making use of direction field tensor. The performance of the recognition system is tested by a dataset of unconstrained handwritten documents collected from various sources, and promising results are obtained. (C) 2011 Elsevier B.V. All rights reserved.</p>sevier B.V. All rights reserved.</p>
|
| Author
|
Yaregal Assabie +
, Josef Bigun +
|
| DOI
|
http://dx.doi.org/10.1016/j.patrec.2011.02.007 +
|
| Diva
|
http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:408370
|
| EndPage
|
1099 +
|
| Issue
|
8 +
|
| Journal
|
Pattern Recognition Letters +
|
| PublicationType
|
Journal Paper +
|
| Publisher
|
Elsevier +
|
| StartPage
|
1089 +
|
| Title
|
Offline handwritten Amharic word recognition +
|
| Volume
|
32 +
|
| Year
|
2011 +
|
| Has queryThis property is a special property in this wiki.
|
Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
, Publications:Offline handwritten Amharic word recognition +
|
| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:41:09 +
|
