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» A knowledge-based approach to the layout analysis
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ICDAR
2007
IEEE
14 years 2 months ago
Performance Analysis Framework for Layout Analysis Methods
This paper presents a new framework for in-depth analysis of the performance of layout analysis methods. Contrary to existing approaches aimed at evaluation or benchmarking, the p...
Apostolos Antonacopoulos, David Bridson
ICDAR
2007
IEEE
13 years 9 months ago
Example-Based Logical Labeling of Document Title Page Images
This paper presents a flexible and effective examplebased approach for labeling title pages which can be used for automated extraction of bibliographic data. The labels of intere...
Joost van Beusekom, Daniel Keysers, Faisal Shafait...
ICDAR
2009
IEEE
14 years 2 months ago
Automated Ground Truth Data Generation for Newspaper Document Images
In document image understanding, public datasets with ground-truth are an important part of scientific work. They are not only helpful for developing new methods, but also provid...
Thomas Strecker, Joost van Beusekom, Sahin Albayra...
ICCV
2005
IEEE
14 years 1 months ago
Learning Non-Generative Grammatical Models for Document Analysis
— We present a general approach for the hierarchical segmentation and labeling of document layout structures. This approach models document layout as a grammar and performs a glo...
Michael Shilman, Percy Liang, Paul A. Viola
DAS
2006
Springer
13 years 11 months ago
Ground Truth for Layout Analysis Performance Evaluation
Over the past two decades a significant number of layout analysis (page segmentation and region classification) approaches have been proposed in the literature. Each approach has b...
Apostolos Antonacopoulos, Dimosthenis Karatzas, Da...