N. M. Ali, Soon Wei Jun, M. S. Karis, M. Ghazaly, M. Aras
{"title":"Object classification and recognition using Bag-of-Words (BoW) model","authors":"N. M. Ali, Soon Wei Jun, M. S. Karis, M. Ghazaly, M. Aras","doi":"10.1109/CSPA.2016.7515834","DOIUrl":null,"url":null,"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.","PeriodicalId":314829,"journal":{"name":"2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA)","volume":"103 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"19","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSPA.2016.7515834","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.