{"title":"Bio-inspired visual memory for robot cognitive map building and scene recognition","authors":"K. Rebai, O. Azouaoui, N. Achour","doi":"10.1109/IROS.2012.6385493","DOIUrl":null,"url":null,"abstract":"In this paper, we investigate the feasibility of building a visual memory for robotics spatial cognition without saving visual information. The proposed approach captures some properties of primate brain and especially the view cells. Our bio-inspired visual memory for cognitive map building consists of two main parts. One part is visual information extraction and the other part is the visual memory building using the Fuzzy Art architecture. The results of the current study could contribute to the development of bio-inspired model for cognitive map building which enables the mobile robot to localize itself and build a cognitive representation of its environment simultaneously like primates and humans.","PeriodicalId":6358,"journal":{"name":"2012 IEEE/RSJ International Conference on Intelligent Robots and Systems","volume":"142 1","pages":"2985-2990"},"PeriodicalIF":0.0000,"publicationDate":"2012-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE/RSJ International Conference on Intelligent Robots and Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IROS.2012.6385493","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13
Abstract
In this paper, we investigate the feasibility of building a visual memory for robotics spatial cognition without saving visual information. The proposed approach captures some properties of primate brain and especially the view cells. Our bio-inspired visual memory for cognitive map building consists of two main parts. One part is visual information extraction and the other part is the visual memory building using the Fuzzy Art architecture. The results of the current study could contribute to the development of bio-inspired model for cognitive map building which enables the mobile robot to localize itself and build a cognitive representation of its environment simultaneously like primates and humans.