Object classification and recognition using Bag-of-Words (BoW) model

N. M. Ali, Soon Wei Jun, M. S. Karis, M. Ghazaly, M. Aras
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引用次数: 19

Abstract

This paper presents the findings on Object Recognition using Bag-of-words model done by the author. The introduction section covers the basic introduction to image processing and object recognition. Details description on the flow of experiment conducted as part of the research will be given in the methodology section. Clear explanation on Bag-of-Words model and Confusion Matrix is included in section III and section IV respectively. Finally, a preliminary result is shown together explanation and a brief conclusion is made at the end of this journal.
基于词袋模型的目标分类与识别
本文介绍了作者利用词袋模型在目标识别方面的研究成果。介绍部分涵盖了图像处理和对象识别的基本介绍。作为研究一部分的实验流程的详细描述将在方法学部分给出。第三节和第四节分别对Bag-of-Words模型和Confusion Matrix进行了清晰的说明。最后,给出了初步的结果,并进行了说明和简要的总结。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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