Offline writer identification using K-adjacent segments

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

Volumn , Issue , 2011, Pages 769-773

  Jain, Rajiv ^a   Doermann, David ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

Codebook; Document Forensics; Handwriting; K Adjacent Segments; Local Features; Writer Identification

Indexed keywords

CODEBOOKS; DOCUMENT FORENSICS; HANDWRITING; K-ADJACENT SEGMENTS; LOCAL FEATURE; WRITER IDENTIFICATION;

CHARACTER RECOGNITION;

FEATURE EXTRACTION;

EID: 82355160709     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2011.159     Document Type: Conference Paper

References (15)

1. "Aurora Man Sentenced for Mailing Threats Which Included White Powder to Government Officials", FBI Press Release, http://www.fbi.gov/ denver/press-releases/2011/dn012811.htm. Jan. 28, 2011.
2. S. Srihari, S. Cha, H. Arora, and S. Lee, "Individuality of Handwriting," J. Forensic Sciences, vol. 47, no. 4, pp. 1-17, July 2002
3. A. Schlapbach and H. Bunke, "Using HMM-Based Recognizers for Writer Identification and Verification", ICFHR, pp. 167-172, Oct. 2004.
4. L. Schomaker and M. Bulacu, "Automatic writer identification using connected-component contours and edge-based features of upper-case western script". PAMI, 26(6):787-798, 2004.
5. M. Bulacu and L. Schomaker, "Text-independent writer identification and verification using textural and allographic features". PAMI, 29(4):701-717, April 2007. (Pubitemid 46464409)
6. Z. He, X. You, Y. Tang, "Writer identification of Chinese handwriting documents using hidden Markov tree model, Pattern Recognition", Volume 41, Issue 4, April 2008, Pages 1295-1307 (Pubitemid 350212968)
7. M. N. Abdi, M. Khemakhem, and H. Ben-Abdallah, "A novel approach for off-line Arabic writer identification based on stroke feature combination" ISCIS 2009. 24th International Symposium on, Sep 2009, pp. 597-600.
8. M. Bulacu, L. Schomaker, A. Brink, "Text-Independent Writer Identification and Verification on Offline Arabic Handwriting," ICDAR 2007. pp.769-773, 23-26 Sept. 2007
9. V. Ferrari, L. Fevrier, F. Jurie, and C. Schmid, "Groups of adjacent contour segments for object detection", IEEE Trans. PAMI, No. 30, 2008, pp. 36-51. (Pubitemid 350168354)
10. S. Strassel, "Linguistic resources for Arabic handwriting recognition". In Proceedings of the Second International Conference on Arabic Language Resources and Tools, Cairo, Egypt, April 2009.
11. J. Kumar et. al. "Shape Codebook based Handwritten and Machine Printed Text Zone Extraction." Document Recognition and Retrieval XVIII, pp. 1-8. January 2011.
12. G. Zhu, X. Yu, Y. Li, D. Doermann, "Language Identification for Handwritten Document Images Using A Shape Codebook. Pattern Recognition", No. 42, pp 3184-3191, 2009.
13. B. Frey and D. Dueck, "Clustering by Passing Messages Between Data Points," Science 315, 972-976.
14. J. Chen, D. Lopresti, and E. Kavallieratou, "The Impact of Ruling Lines on Writer Identification". ICFHR. pp. 439-444, Nov, 2010.
15. A. Schlapbach and H. Bunke. "Off-line Writer Identification Using Gaussian Mixture Models", ICPR. pp. 992-995. Sep. 2006.