Classification of line and character pixels on raster maps using discrete cosine transformation coefficients and support vector machines

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 2006, Pages 1034-1037

  Chiang, Yao Yi ^a   Knoblock, Craig A ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER PIXELS; DISCRETE COSINE TRANSFORMATION (DCT) COEFFICIENTS; RASTER MAPS;

ALGORITHMS; CHARACTER RECOGNITION; MATHEMATICAL TRANSFORMATIONS; PIXELS; SUPPORT VECTOR MACHINES; TEXT PROCESSING;

CLASSIFICATION (OF INFORMATION);

EID: 34047234957     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.368     Document Type: Conference Paper

References (9)

1. C.-C. Chen, C. A. Knoblock, C. Shahabi, Y.-Y. Chiang, and S. Thakkar. Automatically and accurately conflating orthoimagery and street maps. In Proceedings of the 12th ACM International Symposium on Advances in Geographic Information Systems, 2004.
2. T. Randen and J.H. Husoy. Filtering for texture classification: A comparative study. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21(4):291-310,1999.
3. C. J. C. Burges. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 2(2):955-974, 1998.
4. R. Cao and C. L. Tan. Text/graphics separation in maps. In Proceedings of the 4th International Workshop on Graphics Recognition Algorithms and Applications, 2001.
5. J. P. Bixler. Tracking text in mixed-mode documents. In Proceedings of the ACM Conference on Document Processing Systems, 2000.
6. A. Velázquez and S. Levachkine. Text/graphics separation and recognition in raster-scanned color cartographic maps. In Proceedings of the 5th International Workshop on Graphics Recognition Algorithms and Applications, 2003.
7. L. A. Fletcher and R. Kasturi. A robust algorithm for text string separation from mixed text/graphics images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 10(6):910-918, 1988.
8. L. Li, G. Nagy, A. Samal, S. Seth, and Y. Xu. Cooperative text and line-art extraction from a topographic map. In Proceedings of the 5th International Conference on Document Analysis and Recognition, 1999.
9. T. Joachims. Making large-scale SVM learning practical. Advances in Kernel Methods - Support Vector Learning, B. Schölkopf and C. Burges and A. Smola (ed.), MIT-Press, 1999.