Image classification to improve printing quality of mixed-type documents

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn , Issue , 2009, Pages 1106-1110

  Lins, Rafael Dueire ^a   Simske, Steven J ^b   Fan, Jian ^b   Sá, Paulo ^b   Silva, Gabriel Pereira ^a   Shaw, Mark ^b   Thielo, Marcelo ^b  

^a FEDERAL UNIVERSITY OF PERNAMBUCO   (Brazil)

^b HEWLETT PACKARD LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BASE CLASSIFIERS; CLASSIFICATION ACCURACY; FUNCTIONAL IMAGES; IMAGE TRANSFORMATIONS; IMAGING EFFECTS; MISCLASSIFICATIONS; PRINTING QUALITY;

CLASSIFIERS; IMAGE ANALYSIS; IMAGE CLASSIFICATION; LEARNING SYSTEMS; OPTIMIZATION; PRINTING;

INFORMATION RETRIEVAL SYSTEMS;

EID: 71249153342     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.167     Document Type: Conference Paper

References (12)

1. H.Frigui and R.Krishnapuram. Clustering by competitive agglomeration. P. Recognition, 30(7), 2001.
2. M.A.Hearst and J.O.Pedersen. Reexamining the Cluster Hypotesis: Scatter Gathet on Retrieval Results, SIGIR, 1996.
3. S.Krishnamachari and M.Abdel-Mottaleb. Image Browsing using Hierarchical Clustering, IEEE Symposium on Computers and Communications, ISCC'99, July 99.
4. P.Scheunders. Comparison of Clustering Algorithms Applied to Color Image Quantization, Patt. Recog. Letters, v18(11-13):1379-1384, 1997.
5. G.Park, Y.Baek and L.Heung-Kyu. A Ranking Algorithm Using Dynamic Clustering for Content-Based Image Retrieval. CIVR'2002, pp.328-337, LNCS 2383, Springer Verlag, 2002.
6. K.Barnard and D.Forsyth. Learning the Semantics of Words and Pictures, Inter. Conf. C. Vision, 2001.
7. S.J. Simske, "Low-resolution photo/drawing classification: metrics, method and archiving optimization," Proceedings IEEE ICIP, IEEE, Genoa, Italy, pp. 534-537, 2005.
8. Weka 3: Data Mining Software in Java, website http://www.cs.waikato.ac. nz/ml/weka/.
9. G.Pereira e Silva and R.D.Lins. PhotoDoc: A Toolbox for Processing Document Images Acquired Using Portable Digital Cameras. CBDAR'2007, pp.107-114, 2007.
10. Lins, R.D. and D.S.A. Machado, A Comparative Study of File Formats for Image Storage and Trans., v13(1):175-183, Journal of Electronic Imaging, 2004.
11. N. Otsu. "A threshold selection method from gray level histograms". IEEETrans.Syst.Man Cybern. v(9):62-66, 1979.
12. L. Breiman, "Random Forests", Machine Learning, 45(1), pp. 5-32, 2001.