Evaluating an interactive-predictive paradigm on handwriting transcription: A case study and lessons learned

Proceedings - International Computer Software and Applications Conference

Volumn , Issue , 2011, Pages 610-617

  Leiva, Luis A ^a   Romero, Verónica ^a   Toselli, Alejandro H ^a   Vidal, Enrique ^a  

^a INSTITUTO TECNOLÓGICO DE INFORMÁTICA   (Spain)

Author keywords

Field study; Handwriting recognition; Interactive transcription

Indexed keywords

COMPUTER USERS; EMPIRICAL RESULTS; EVALUATION METHODOLOGIES; FIELD STUDIES; HANDWRITING RECOGNITION; HANDWRITTEN TEXTS; HIGH QUALITY; INTERACTIVE TRANSCRIPTION; STATE-OF-THE-ART TECHNOLOGY;

COMPUTER APPLICATIONS; TRANSCRIPTION; USER INTERFACES;

CHARACTER RECOGNITION;

EID: 80054974295     PISSN: 07303157     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COMPSAC.2011.85     Document Type: Conference Paper

References (15)

1. A. H. Toselli, V. Romero, M. Pastor, and E. Vidal, "Multi-modal interactive transcription of text images," Pattern Recognition, vol. 43, no. 5, pp. 1814-1825, 2009.
2. L. von Ahn, B. Maurer, C. McMillen, D. Abraham, and M. Blum, "reCAPTCHA: Human-based character recognition via web security measures," Science, vol. 321, no. 5895, pp. 1465-1468, 2008.
3. E. Vidal, L. Rodríguez, F. Casacuberta, and I. García-Varea, "Interactive pattern recognition," in Proc. of MLMI, 2007, pp. 60-71. (Pubitemid 351333591)
4. A. Vinciarelli, S. Bengio, and H. Bunke, "Offline recognition of unconstrained handwritten texts using HMMs and statistical language models," IEEE Trans. on PAMI, vol. 26, no. 6, pp. 709-720, 2004.
5. M. Zimmermann, J. Chappelier, and H. Bunke, "Offline grammar-based recognition of handwritten sentences," IEEE Trans. on PAMI, vol. 28, no. 5, pp. 818-821, 2006.
6. V. Romero, A. H. Toselli, L. Rodríguez, and E. Vidal, "Computer assisted transcription for ancient text images," in Proc. of ICIAR, ser. LNCS. Springer-Verlag, 2007, vol. 4633, pp. 1182-1193.
7. V. Romero, A. H. Toselli, and E. Vidal, "Computer assisted transcription of text images: Results on the germana corpus and analysis of improvements needed for practical use," in Proc. ICPR, 2010, pp. 2017-2020.
8. A. H. Toselli, V. Romero, L. Rodríguez, and E. Vidal, "Computer assisted transcription of handwritten text," in Proc. of ICDAR, 2007, pp. 944-948.
9. V. Romero, A. H. Toselli, and E. Vidal, "Using mouse feedback in computer assisted transcription of handwritten text images," in Proc. ICDAR, 2009, pp. 96-100.
10. F. Drida, "Towards restoring historic documents degraded over time," in Proc. of DIAL, 2006, pp. 350-357.
11. V. Romero, L. A. Leiva, A. H. Toselli, and E. Vidal, "Interactive multimodal transcription of text images using a web-based demo system," in Proc. of IUI, 2009, pp. 477-478.
12. J. Brooke, "SUS: A "quick and dirty" usability scale," in Usability Evaluation in Industry. Taylor and Francis, 1996.
13. "R: A language and environment for statistical computing," http://www.R-project.org, R Foundation for Statistical Computing, 2009, ISBN 3-900051-07-0.
14. M. Stephens, "EDF statistics for goodness of fit and some comparisons," Journal of the American Statistical Association, vol. 69, no. 347, pp. 730-737, 1974.
15. M. Bisani and H. Ney, "Bootstrap estimates for confidence intervals in ASR performance evaluation," in Proc. of ICASSP, 2004, pp. 409-12.