眼动注视识别的改进DBSCAN算法

Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications Pub Date : 2016-03-14 DOI:10.1145/2857491.2888587

Beibin Li, Quan Wang, E. Barney, Logan Hart, Carla A. Wall, K. Chawarska, I. S. D. Urabain, T. J. Smith, F. Shic

{"title":"眼动注视识别的改进DBSCAN算法","authors":"Beibin Li, Quan Wang, E. Barney, Logan Hart, Carla A. Wall, K. Chawarska, I. S. D. Urabain, T. J. Smith, F. Shic","doi":"10.1145/2857491.2888587","DOIUrl":null,"url":null,"abstract":"This paper modifies the DBSCAN algorithm to identify fixations and saccades. This method combines advantages from dispersion-based algorithms, such as resilience to noise and intuitive fixational structure, and from velocity-based algorithms, such as the ability to deal appropriately with smooth pursuit (SP) movements.","PeriodicalId":245338,"journal":{"name":"Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":"{\"title\":\"Modified DBSCAN algorithm on oculomotor fixation identification\",\"authors\":\"Beibin Li, Quan Wang, E. Barney, Logan Hart, Carla A. Wall, K. Chawarska, I. S. D. Urabain, T. J. Smith, F. Shic\",\"doi\":\"10.1145/2857491.2888587\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper modifies the DBSCAN algorithm to identify fixations and saccades. This method combines advantages from dispersion-based algorithms, such as resilience to noise and intuitive fixational structure, and from velocity-based algorithms, such as the ability to deal appropriately with smooth pursuit (SP) movements.\",\"PeriodicalId\":245338,\"journal\":{\"name\":\"Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-03-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"13\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2857491.2888587\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2857491.2888587","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 13

摘要

本文改进了DBSCAN算法来识别注视和扫视。该方法结合了基于色散的算法的优点，如对噪声的恢复能力和直观的固定结构，以及基于速度的算法，如适当处理平滑追踪(SP)运动的能力。

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

Modified DBSCAN algorithm on oculomotor fixation identification

This paper modifies the DBSCAN algorithm to identify fixations and saccades. This method combines advantages from dispersion-based algorithms, such as resilience to noise and intuitive fixational structure, and from velocity-based algorithms, such as the ability to deal appropriately with smooth pursuit (SP) movements.

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

Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications

自引率

0.00%

发文量