Handwritten brazilian month recognition: An analysis of two NN architectures and a rejection mechanism

Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR

Volumn , Issue , 2004, Pages 209-214

  Kapp, Marcello N ^a   Freitas, Cinthia O De A ^a   Sabourin, Robert ^b  

^a PONTIFICAL CATHOLIC UNIVERSITY OF PARANÁ   (Brazil)

^b ÉCOLE DE TECHNOLOGIE SUPÉRIEURE   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CLASS RELATED REJECT THRESHOLDS (CRT); DATE RECOGNITION; HANDWRITING RECOGNITION (HWR); MODULARITY;

COMPUTER ARCHITECTURE; DATABASE SYSTEMS; ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS; LINGUISTICS; PATTERN RECOGNITION; PROBABILITY; STATISTICAL METHODS;

FEEDFORWARD NEURAL NETWORKS;

EID: 18044372021     PISSN: 15505235     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWFHR.2004.53     Document Type: Conference Paper

References (7)

1. J. J. Oliveira Jr., J. M. de C. Carvalho, C. O. de A. Freitas, R. Sabourin, "Evaluating NN and HMM classifiers for handwritten word recognition", 15 th Brazilian Symposium on Computer Graphics and Image Processing (2002), 210 - 217.
2. I-S. Oh, C. Y. Suen, "A class-modular feedforward neural network for handwriting recognition", Pattern Recognition 35 (2002), 229-244.
3. C.K. Chow, "On optimum error and reject tradeoff", IEEE Trans. Inform. Theory, 16(1):41-46, 1970.
4. G. Fumera, F. Roli, G. Giacinto, "Reject option with multiple thresholds", Pattern Recognition 33 (2000), 2099-2101.
5. S. Madhvanath, V. Govindaraju, "The Role of Holistic Paradigms in Handwritten Word Recognition", IEEE Trans. on PAMI 23 (2001), 149-164.
6. O. D. Trier, A. K. Jain, T. Taxt, "Feature extraction methods for character recognition-a survey", Pattern Recognition 29 (1996), 641-662.
7. A. K. Jain, R. P. W. Duin, J. Mao, "Statistical Pattern Recognition: A Review", IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (2000), 4-37.