说明：  该论文在知网上付费下载，为2011年9月最新的关于Bag of Wo rds 算法的框架和基本内容，是学习bag of words算法的很好的入门参考。Bag of Words 算法是一种有效的基于语义特征提取与表达的物体识别算法, 算法充分学习文本检索算法的优点, 将图片整理为一系列视觉词汇的集合, 提取物体的语义特征, 实现感兴趣物体的有效检测与识别。
(Bag of Word algo rithm is an efficient object r eco gnition alg or ithm based o n semantic features ex traction and ex pression. It learns the v irt ues o f the text􀀁 based sear ch alg or ithm to make imag es a r ang o f v isua l w o rds, ex tract the seman􀀁 t ic char acter s and carr y out the detectio n and recog nit ion o f inter est ing objects. This paper mainly discusses the frame and basic content of Bag of Wor ds algo rithm.)