Multiple recognizers system using two-stage combination

Jonghyun Paik, Sung Bae Cho, Kwanyong Lee, Yillbyung Lee

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Citations (Scopus)

Abstract

Most of the multiple recognizers system use a single combination method, therefore recognition performance depends on the characteristics of selected combination method. In order to solve this dependency problem and to increase recognition performance, we propose a new combination architecture of multiple recognizer that has two combination stages. The proposed system consists of three stages: 1) the recognition stage including 5 recognizers, 2) the first combination stage including 3 combinators which belong to different level, and 3) the combination stage including a simple combinator. We verify the performance of the proposed system using two standard handwritten digit database, CEDAR and CENPARMI, and recognition performance is better than other single combinator systems.

Original languageEnglish
Title of host publicationTrack D
Subtitle of host publicationParallel and Connectionist Systems
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages581-585
Number of pages5
ISBN (Print)081867282X, 9780818672828
DOIs
Publication statusPublished - 1996 Jan 1
Event13th International Conference on Pattern Recognition, ICPR 1996 - Vienna, Austria
Duration: 1996 Aug 251996 Aug 29

Publication series

NameProceedings - International Conference on Pattern Recognition
Volume4
ISSN (Print)1051-4651

Other

Other13th International Conference on Pattern Recognition, ICPR 1996
CountryAustria
CityVienna
Period96/8/2596/8/29

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition

Cite this

Paik, J., Cho, S. B., Lee, K., & Lee, Y. (1996). Multiple recognizers system using two-stage combination. In Track D: Parallel and Connectionist Systems (pp. 581-585). [547631] (Proceedings - International Conference on Pattern Recognition; Vol. 4). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPR.1996.547631