基于加速鲁棒特征的鲸鱼优化算法提高目标搜索速度

2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) Pub Date : 2021-11-16 DOI:10.1109/ISPACS51563.2021.9650998

Jui-Chuan Cheng, Meng-Tang Guo

{"title":"基于加速鲁棒特征的鲸鱼优化算法提高目标搜索速度","authors":"Jui-Chuan Cheng, Meng-Tang Guo","doi":"10.1109/ISPACS51563.2021.9650998","DOIUrl":null,"url":null,"abstract":"Speed-Up Robust Feature (SURF) is one of the methods for extracting image features and matching. This paper proposes the object search method based on the whale optimization algorithm that inherits the previous global best value (IGP-WOA), which has the advantages of fast convergence and multiple search methods. In addition, we use integral images to find the fitness value (IGP-WOA-CII) in the target function calculation, thereby reducing the time spent on SURF extraction and matching.","PeriodicalId":359822,"journal":{"name":"2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Whale Optimization Algorithm Based on Speed-Up Robust Feature to Improve the Speed of Object Searching\",\"authors\":\"Jui-Chuan Cheng, Meng-Tang Guo\",\"doi\":\"10.1109/ISPACS51563.2021.9650998\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Speed-Up Robust Feature (SURF) is one of the methods for extracting image features and matching. This paper proposes the object search method based on the whale optimization algorithm that inherits the previous global best value (IGP-WOA), which has the advantages of fast convergence and multiple search methods. In addition, we use integral images to find the fitness value (IGP-WOA-CII) in the target function calculation, thereby reducing the time spent on SURF extraction and matching.\",\"PeriodicalId\":359822,\"journal\":{\"name\":\"2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISPACS51563.2021.9650998\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPACS51563.2021.9650998","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

加速鲁棒特征(SURF)是提取图像特征并进行匹配的方法之一。本文提出了一种基于继承先前全局最优值(IGP-WOA)的鲸鱼优化算法的目标搜索方法，该方法具有收敛速度快、搜索方法多的优点。此外，我们使用积分图像在目标函数计算中寻找适应度值(IGP-WOA-CII)，从而减少SURF提取和匹配所花费的时间。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

The Whale Optimization Algorithm Based on Speed-Up Robust Feature to Improve the Speed of Object Searching

Speed-Up Robust Feature (SURF) is one of the methods for extracting image features and matching. This paper proposes the object search method based on the whale optimization algorithm that inherits the previous global best value (IGP-WOA), which has the advantages of fast convergence and multiple search methods. In addition, we use integral images to find the fitness value (IGP-WOA-CII) in the target function calculation, thereby reducing the time spent on SURF extraction and matching.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2021 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)

自引率

0.00%

发文量