TextFinder: An Automatic System to Detect and Recognize Text In Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Page segmentation using texture discrimination masks
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Zone Classification Using Texture Features
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume III-Volume 7276 - Volume 7276
Printed Test Featuring Using the Visual Criteria of Legibility and Complexity
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
Newspaper Document Analysis Featuring Connected Line Segmentation
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Visual Exploration and Functional Document Labeling
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
Parameter-Independent Geometric Document Layout Analysis
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 4
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Several features for Neural Network based documentregion identification are tested. Specifically, this paperexamines features for non-text region identification. TheNeural Network based region identification algorithm is akey component of a document recognition system thatsegments a document into regions, classifies them intotext, graphic, photo, and other region types, and then usesthis classification to guide the processing and analysis ofthe image. The input data are unusually challenging: lowquality images of newspaper documents obtained frommicrofilmed archives. The results compare favorably withother results reported in the literature.