Segregating and extracting overlapping data points in two-dimensional plots

Proceedings of the ACM International Conference on Digital Libraries

Volumn , Issue , 2008, Pages 276-279

  Browuer, William ^a   Kataria, Saurabh ^a   Das, Sujatha ^a   Mitra, Prasenjit ^a   Giles, C Lee ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Algorithms; Design; Experimentation

Indexed keywords

DATA POINTS; DESIGN; DIGITAL DOCUMENTS; END USERS; EXPERIMENTATION; MACHINE-LEARNING; OVERLAPPING DATUM; REAL-LIFE IMAGES; SCHOLARLY ARTICLES; TEXTUAL CONTENTS; TWO-DIMENSIONAL; VISUAL IMPACTS;

ALGORITHMS; IMAGE ANALYSIS; IMAGE PROCESSING; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; LIBRARIES; SEARCH ENGINES;

DIGITAL LIBRARIES;

EID: 57649219455     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1378889.1378936     Document Type: Conference Paper

References (10)

1. Christopher J. C. Burges. A tutorial on support vector machines for pattern recognition. Data Min. Knowl. Discov., 2(2):121-167, 1998.
2. P. Carnevali, L. Coletti, and S. Patarnello. Image processing by simulated annealing. IBM J. Res. Dev., 29(6):569-579, 1985.
3. Chih-Chung Chang and Chih-Jen Lin. LIBSVM: a library for support vector machines, 2001. Software available at http://www.csie.ntu.edu.tw/ cjlin/libsvm.
4. Richard O. Duda and Peter E. Hart. Use of the hough transformation to detect lines and curves in pictures. Commun. ACM, 15(1):11-15, 1972.
5. C. Lee Giles, Kurt D. Bollacker, and Steve Lawrence. Citeseer: an automatic citation indexing system. In DL '98: Proceedings of the third ACM conference on Digital libraries, pages 89-98, New York, NY, USA, 1998. ACM.
6. Jia Li and Robert M. Gray. Context-based multiscale classification of document images using wavelet coefficient distributions. IEEE Transactions on Image Processing, 9(9): 1604-1616, 2000.
7. X. Lu, J. Wang, P. Mitra, and C. L. Giles. Automatic extraction of data from 2-d plots in documents. In ICDAR '07: Proceedings of the Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) Vol 1, pages 188-192, Washington, DC, USA, 2007. IEEE Computer Society.
8. Xiaonan Lu, Prasenjit Mitra, James Ze Wang, and C. Lee Giles. Automatic categorization of figures in scientific documents. In JCDL, pages 129-138, 2006.
9. E Roden. Influence of biogenic fe (ii) on bacterial crystalline fe (iii) oxide reduction. Geomicrobiology journal, 19(2) :209, 2002.
10. Michael Seul, Lawrence O'Gorman, and Michael J. Sammon. Practical algorithms for image analysis: description, examples, and code. Cambridge University Press, New York, NY, USA, 2000.