Ensemble methods for handwritten digit recognition

Neural Networks for Signal Processing - Proceedings of the IEEE Workshop

Volumn , Issue , 1992, Pages 333-342

  Hansen, L K ^a   Liisberg, C ^a   Salamon, P ^b  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^b SAN DIEGO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; TABLE LOOKUP;

ENSEMBLE APPROACHES; ENSEMBLE METHODS; ENSEMBLE PERFORMANCE; HANDWRITTEN DIGIT RECOGNITION; NEURAL NETWORK ENSEMBLES; PRELIMINARY ANALYSIS; RECEPTIVE FIELDS; STATE-OF-THE-ART PERFORMANCE;

SIGNAL PROCESSING;

EID: 85010604994     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NNSP.1992.253679     Document Type: Conference Paper

References (10)

1. L. K Hansen and P. Salamon: Neural Network Ensembles, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12, 993-1001 (1990).
2. P. Salamon, L. K. Hansen, B. E. Felts III, and C. Svarer: The Ensemble Oracle, AMSE Conference on Neural Networks. San Diego 1991.
3. L. K. Hansen and P. Salamon: Self-Repair in Neural Network Ensembles, AMSE Conference on Neural Networks. San Diego 1991.
4. V. K. Govindan and A. P. Shivaprasad: Character recognition - a review, Pattern Recognition 23 (1990).
5. Y. Le Cun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jakel: Handwritten Digit Recognition with a Back-Propagation Network, In Advances in Neural Information Processing Systems II (Denver 1989) ed. D. S. Touretzsky, 396-404. San Mateo: Morgan Kaufman. (1990)
6. Y. Lee: Handwritten Digit Recognition Using K Nearest-Neighbor, Radial-Basis Function, and Backpropagation Neural Networks Neural Computation 3, 440-449, (1991)
7. C. Lüsberg: Low-priced and robust expert systems are possible using neural networks and minimal entropy coding, To appear in: Expert systems with applications. 1991 Pergamon Press.
8. National Institute of Standards and Technology: NIST Special Data Base 3, Handwritten Segmented Characters of Binary Images, HWSC Rel. 4-1.1 (1992).
9. D. B. Schwartz, V. K. Salalam, S. A. Solla, and J. S. Denker: Exhaustive Learning, Neural Computation 2, 371-382 (1990).
10. Thomas Martini Jørgensen and Christian Lüsberg: Private Communication.