A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2016; you can also visit the original URL.
The file type is application/pdf
.
An Image Based Approach for Content Analysis in Document Collections
[chapter]
2013
Lecture Notes in Computer Science
We consider the task of content based analysis and categorization in large-scale historical book scanning projects. Mixed content, deprecated language, noise and unexpected distortions suggest an image based approach. The use of keypoint extractors combined with the bag of features approach is applied to scanned text documents. In order to incorporate spatial information into the bag of features approach we consider three methods of spatial verification. An approach based on comparison of
doi:10.1007/978-3-642-41939-3_27
fatcat:vrb2pqj6czdhlod5sksuszkpha