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GENOMIC INFORMATION COMPRESSION BY CONFIGURABLE MACHINE LEARNING-BASED ARITHMETIC CODING
GENOMIC INFORMATION COMPRESSION BY CONFIGURABLE MACHINE LEARNING-BASED ARITHMETIC CODING
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机译:基于可配置的机器学习算术编码的基因组信息压缩
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摘要
A method and a system for decoding MPEG-G encoded data of genomic information, including: receiving MPEG-G encoded data; extracting encoding parameters; selecting an arithmetic decoding type based upon the extracted encoding parameters; selecting a predictor type specifying the method to obtain probabilities of symbols which were used for arithmetically encoding the data, based upon the extracted encoding parameters; selecting arithmetic coding contexts based upon the extracted encoding parameters; and decoding the encoded data using the selected predictor and the selected arithmetic coding contexts.
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