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面向百类目标的自动识别系统 被引量:4

An Automatic Recognition System for A Hundred Classes of Targets
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摘要 本文提出了面向百类目标的自动识别理论与方法,它主要由目标的表述模型和分类模型两部分组成。建立了基于此理论与方法的系统,利用此系统可以快速生成区分百类目标中任意组合的分类模型,并保证达到大于99%的正确识别率。 A theory and methods for automatically recognizing a hundred classes of targets are presented in this paper. It consists mainly of both description models and classification models of targets. A related system based on it is set up yet, a classification model for arbitrary combination among a hundred classes of targets can be fast generated, and correct recognition rate more than 99% is assured.
出处 《中国图象图形学报(A辑)》 CSCD 1998年第4期263-268,共6页 Journal of Image and Graphics
关键词 目标识别 分类模型 自动识别系统 面向百类目标 Targets recognition, Description model, Classification model, Automatic target recognition system
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参考文献2

  • 1Hu M K, Visual pattern recognition by moment invariants. IRE Trans. Inform. Theory, 1962(8):179-187.
  • 2Grosky W L,Mehrotra R. Index-based object recognition in pictorial data management.Computer Vision. Graphics and Image Processing, 1990,(52): 416-436.

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