| Bag of Words算法框架的研究 |
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| 引用本文： | 刘红光,魏小敏. Bag of Words算法框架的研究[J]. 舰船电子工程, 2011, 31(9): 125-128 |
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| 作者姓名： | 刘红光 魏小敏 |
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| 作者单位： | 1. 92995部队,青岛,266100
2. 武汉大学印刷包装系,武汉,430079 |
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| 摘 要： | 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。文章主要研究了Bag of Words算法的框架和基本内容。
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| 关 键 词： | Bag of Words算法 语义特征 视觉单词 视觉词汇表 |
Research on Frame of Bag of Words Algorithm |
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| Liu Hongguang) Wei Xiaomin),Qingdao ),Wuhan ). Research on Frame of Bag of Words Algorithm[J]. Ship Electronic Engineering, 2011, 31(9): 125-128 |
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| Authors: | Liu Hongguang) Wei Xiaomin) Qingdao ) Wuhan ) |
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| Affiliation: | Liu Hongguang1) Wei Xiaomin2)(No.92995 Troops of PLA1),Qingdao 266100)(School of Printing and Packaging,Wuhan University2),Wuhan 430079) |
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| Abstract: | Bag of Word algorithm is an efficient object recognition algorithm based on semantic features extraction and expression.It learns the virtues of the text-based search algorithm to make images a rang of visual words,extract the semantic characters and carry out the detection and recognition of interesting objects.This paper mainly discusses the frame and basic content of Bag of Words algorithm. |
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| Keywords: | Bag of Words algorithm semantic features visual words visual vocabulary |
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