Windowed Bernoulli mixture HMMs for Arabic handwritten word recognition

Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010

Volumn , Issue , 2010, Pages 533-538

  Giménez, Adrià ^a   Khoury, Ihab ^a   Juan, Alfons ^a  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BERNOULLI; BIT VECTOR; CAPTURE IMAGES; CONVENTIONAL APPROACH; GAUSSIAN MIXTURES; HANDWRITTEN WORD RECOGNITION; IFN/ENIT-DATABASE; OFFLINE HANDWRITING RECOGNITION; SLIDING WINDOW; WORD IMAGES;

FEEDFORWARD NEURAL NETWORKS; HIDDEN MARKOV MODELS; MIXTURES; VOCABULARY CONTROL;

CHARACTER RECOGNITION;

EID: 79951703190     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICFHR.2010.88     Document Type: Conference Paper

References (8)

1. P. Dreuw, G. Heigold, and H. Ney. Confidence-based discriminative training for model adaptation in offline arabic handwriting recognition. In Proc. of the Int. Conf. on Document Analysis and Recognition (ICDAR 200), pages 596-600, Barcelona (Spain), July 2009.
2. A. Giménez and A. Juan. Embedded Bernoulli Mixture HMMs for Handwritten Word Recognition. In Proc. of the 10th Int. Conf. on Document Analysis and Recognition (ICDAR 2009), pages 896-900, Barcelona (Spain), July 2009.
3. I. Khoury, A. Giménez, and A. Juan. Arabic Handwritten Word Recognition Using Bernoulli Mixture HMMs. In Proc. of the 3rd Palestinian Int. Conf. on Computer and Information Technology (PICCIT 2010), Hebron (Palestine), Mar. 2010.
4. V. Märgner and H. E. Abed. ICDAR 2007 - Arabic Handwriting Recognition Competition. In Proc. of the 9th Int. Conf. on Document Analysis and Recognition (ICDAR 2007), volume 2, pages 1274-1278, Curitiba (Brazil), Sept. 2007.
5. V. Märgner and H. E. Abed. ICDAR 2009 Arabic Handwriting Recognition Competition. In Proc. of the 10th Int. Conf. on Document Analysis and Recognition (ICDAR 2009), pages 1383-1387, Barcelona (Spain), July 2009.
6. V. Märgner, M. Pechwitz, and H. E. Abed. ICDAR 2005 Arabic Handwriting Recognition Competition. In Proc. of the 8th Int. Conf. on Document Analysis and Recognition (ICDAR 2005), volume 1, pages 70-74, Seoul (Korea), 2005.
7. M. Pechwitz, S. S. Maddouri, V. Magn̈er, N. Ellouze, and H. Amiri. IFN/ENIT-database of handwritten Arabic words. In Proc. of the Colloque International Francophone sur l'Ecrit et le Document (CIFED), Hammmamet (Tunisia), Oct. 2002.
8. L. Rabiner and B.-H. Juang. Fundamentals of speech recognition. Prentice-Hall, 1993.