迈向句法和统计模式识别统一的一步。

A step towards unification of syntactic and statistical pattern recognition.

机构信息

School of Electrical Engineering, Purdue University. West Lafayette. IN 47907.

出版信息

IEEE Trans Pattern Anal Mach Intell. 1986 Mar;8(3):398-404. doi: 10.1109/tpami.1986.4767800.

DOI:10.1109/tpami.1986.4767800

Abstract

The problem of pattern recognition is discussed in terms of single-entity representation versus multiple-entity representation. A combined syntactic-semantic approach based on attributed grammars is suggested. Syntax-semantics tradeoff in pattern representation is demonstrated. This approach is intended to be an initial step toward unification of syntactic and statistical approaches to pattern recognition.

摘要

模式识别问题是根据单一实体表示与多个实体表示来讨论的。文中提出了一种基于带属性文法的组合句法-语义方法。文中展示了模式表示中句法-语义的权衡。该方法旨在朝着模式识别的句法和统计方法的统一迈出第一步。