1362 search results - page 5 / 273 » A Statistical Learning Approach To Document Image Analysis |
MM
2010
ACM
14 years 9 months ago
2010
ACM
The problem of joint modeling the text and image components of multimedia documents is studied. The text component is represented as a sample from a hidden topic model, learned wi...
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JMLR
2012
12 years 12 months ago
2012
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
ICDAR
1995
IEEE
15 years 1 months ago
1995
IEEE
ICDAR
2003
IEEE
15 years 2 months ago
2003
IEEE
Handwriting recognition and OCR systems need to cope with a wide variety of writing styles and fonts, many of them possibly not previously encountered during training. This paper d...
ICDAR
2005
IEEE
15 years 3 months ago
2005
IEEE
In this paper, we propose a new approach for identifying the language type of character images. We do this by classifying individual character images to determine the language bou...