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- W2005354329 abstract "Most of the post-processing methods for character recognition rely on contextual information of character and word-fragment levels. However, due to linguistic characteristics of Korean, such low-level information alone is not sufficient for high-quality character-recognition applications, and we need much higher-level contextual information to improve the recognition results. This paper presents a domain independent post-processing technique that utilizes multi-level morphological, syntactic, and semantic information as well as character-level information. The proposed post-processing system performs three-level processing: candidate character-set selection, candidate eojeol (Korean word) generation through morphological analysis, and final single eojeol-sequence selection by linguistic evaluation. All the required linguistic information and probabilities are automatically acquired from a statistical corpus analysis. Experimental results demonstrate the effectiveness of our method, yielding an error correction rate of 80.46%, and improved recognition rate of 95.53% from the before-post-processing rate of 71.2% for single best-solution selection." @default.
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- W2005354329 date "1997-08-01" @default.
- W2005354329 modified "2023-09-26" @default.
- W2005354329 title "Multi-level post-processing for Korean character recognition using morphological analysis and linguistic evaluation" @default.
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- W2005354329 doi "https://doi.org/10.1016/s0031-3203(96)00156-2" @default.
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