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- ArticleMay 2007
Multiple classifier methods for offline handwritten text line recognition
This paper investigates the use of multiple classifier methods for offline handwritten text line recognition. To obtain ensembles of recognisers we implement a random feature subspace method. The word sequences returned by the individual ensemble ...
- ArticleMay 2007
A new HMM-based ensemble generation method for numeral recognition
A new scheme for the optimization of codebook sizes for HMMs and the generation of HMM ensembles is proposed in this paper. In a discrete HMM, the vector quantization procedure and the generated codebook are associated with performance degradation. By ...