Jawi character recognition using the trace transform

Proceedings - 2010 7th International Conference on Computer Graphics, Imaging and Visualization, CGIV 2010

Volumn , Issue , 2010, Pages 151-156

  Nasrudin, Mohammad F ^a   Petrou, Maria ^b   Kotoulas, Leonidas ^c  

^a UNIVERSITI KEBANGSAAN MALAYSIA   (Malaysia)

^b IMPERIAL COLLEGE LONDON   (United Kingdom)

^c UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

Angular radial transform; Jawi chacracter recognition; Moment invariants; Trace transform

Indexed keywords

AFFINE MOMENT INVARIANTS; ANGULAR RADIAL TRANSFORM; FUNCTIONALS; IMAGE FEATURES; IMAGE FUNCTIONS; IMAGE TRANSFORMATIONS; JAWI CHACRACTER RECOGNITION; MOMENT INVARIANT; OBJECT SIGNATURES; RADON TRANSFORM; STRAIGHT LINES; TRACE TRANSFORM;

CHARACTER RECOGNITION; COMPUTER GRAPHICS; VISUALIZATION;

FEATURE EXTRACTION;

EID: 77958180252     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CGIV.2010.31     Document Type: Conference Paper

References (25)

1. R. Plamondon and S. N. Srihari, "On-Line and off-line handwriting recognition: A comprehensive survey," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 1, 2000, pp. 63-84.
2. L. M. Lorigo and V. Govindaraju, "Offline Arabic handwriting recognition: A survey." IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 5, 2006, pp. 712-724.
3. M. S. Baghshah, "A novel fuzzy approach to recognition of online Persian handwriting," Proc. 5th International Conference on Intelligent Systems Design and Applications 2005 (ISDA '05), 8-10 September 2005, pp. 268-273.
4. M. F. Nasrudin, K. Omar, M. S. Zakaria, and C. Y. Liong, "Handwritten cursive Jawi character recognition: A survey," Proc. 5th International Conference on Computer Graphics, Imaging and Visualization, Aug. 2008, pp. 247-256.
5. K. Omar, "Jawi handwritten text recognition using multi-level classifier (in Malay)," PhD Thesis, Universiti Putra Malaysia, 2000.
6. M. Manaf, "Jawi handwritten text recognition using recurrent bama neural networks (in Malay)," PhD Thesis, Universiti Kebangsaan Malaysia, 2002.
7. A. Kadyrov, M. Petrou, and J. Park, "Korean character recognition with the trace transform," Proc. International Conference on Integration of Multimedia Contents, Nov. 2001, pp. 7-12.
8. A. Kadyrov and M. Petrou, "The trace transform and its applications," IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI, vol. 23, 2001, pp. 811-828.
9. J. Radon, "Über die Bestimmung vonFunktionen durch ihre integralwerte langesgewisser mannigfaltigkeiten," Berichte über die Verhandlungen der Sächsische Akademie der Wissenschaften, vol. 69, 1917, pp. 262-277.
10. S. R. Deans, The Radon transform and some of its applications, Krieger: Berlin, 1983.
11. A. Kadyrov and M. Petrou, "The trace transform as a tool to invariant feature construction," Proc. 14th International Conference on Pattern Recognition, Aug. 1998, pp. 1037-1039.
12. A. Kadyrov and N. Fedotov, "Triple features," Pattern Recognition and Image Analysis: Advanced in Mathematical Theory and Applications, vol. 5, no. 4, 1995, pp. 546-556.
13. B. S. Shin, E. Y. Cha, K. W. Cho, R. Klette, and Y. W. Woo, "Effective feature extraction by trace transform for insect footprint recognition," MI-tech Report Series, Computer Science Department, The University of Auckland, New Zealand, Multimedia Imaging Report 12, 2008.
14. M. F. Nasrudin, C. Y. Liong, K. Omar, and M. S. Zakaria, "Trace transform for Jawi character recognition," Proc. International Symposium on New Development of Geometric Function Theory and its Applications (GFTA 2008), Nov 2008, pp. 441-448.
15. M. Petrou and A. Kadyrov, "Affine invariant features from the trace transform," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 1, 2004, pp. 30-44.
16. A. Kadyrov and M. Petrou, "Affine parameter estimation from the trace transform," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, 2006, pp. 1631-1645.
17. A. Kadyrov and M. Petrou, "Object signatures invariant to affine distortions derived from the trace transform," Image Vision Computing (IVC), vol. 21, no. 13-14, 2003, pp. 1135-1143.
18. A. Kadyrov and M. Petrou, "Object descriptors invariant to affine distortions, Proc. British Machine Vision Conference BMVC2001, vol. 2, Sept. 2001, pp. 391-400.
19. J. Flusser and T. Suk, "Pattern recognition by affine moment invariants," Pattern Recognition, vol. 26, 1993, pp. 167-174.
20. J. Flusser and T. Suk, "Affine moment invariants: A new tool for character recognition," Pattern Recognition Letters 15, 1994, pp. 433-436.
21. J. Flusser and T. Suk, "A moment-based approach to registration of images with affine geometric distortion," IEEE Transactions on Geoscience and Remote Sensing, vol. 32, 1994, pp. 382-387.
22. W. S. Kim and R. Park, "Off-line recognition of handwritten korean and alphanumeric characters using hidden markov models," Pattern Recognition, vol. 29, no. 5, 1996, pp. 845-858.
23. M. Bober, "MPEG-7 visual shape descriptors," IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, no. 6, 2001, pp. 716-719.
24. W. Y. Kim and Y. S. Kim, "A new region-based shape descriptor," Technical Report Dec 1999, Hanyang University and Konan Technology, 1999.
25. J. Ricard, D. Coeurjolly, and A. Baskurt, "Generalization of angular radial transform," Proc. International Conference on Image Processing 2004 (ICIP '04), vol. 4, Oct. 2004, pp. 24-27.