1362 search results - page 5 / 273 » A Statistical Learning Approach To Document Image Analysis |
MM
2010
ACM
13 years 6 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...
JMLR
2012
11 years 8 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
13 years 9 months ago
1995
IEEE
ICDAR
2003
IEEE
13 years 11 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
13 years 12 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...