{"title":"在强迫游泳试验中识别决定小鼠行为的特征","authors":"Tomasz Grzejszczak, Adrian Olczyk, A. Gałuszka","doi":"10.1109/MMAR.2018.8486091","DOIUrl":null,"url":null,"abstract":"This paper presents the part of automation process of Forced Swim Test (FST). In the test a mouse behavior should be determined. In the automated process the mouse behavior is usually estimated with use of computer vision. Image processing algorithms are used to determine features that can determine mouse behavior. In this paper a common features are identified from a literature search. Those methods are presented and validated whether they can be used to create a classifier. The mouse position, speed and the sum of different pixels are compared to test outcome.","PeriodicalId":201658,"journal":{"name":"2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identifying Features Determining Mouse Behavior in Forced Swim Test\",\"authors\":\"Tomasz Grzejszczak, Adrian Olczyk, A. Gałuszka\",\"doi\":\"10.1109/MMAR.2018.8486091\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents the part of automation process of Forced Swim Test (FST). In the test a mouse behavior should be determined. In the automated process the mouse behavior is usually estimated with use of computer vision. Image processing algorithms are used to determine features that can determine mouse behavior. In this paper a common features are identified from a literature search. Those methods are presented and validated whether they can be used to create a classifier. The mouse position, speed and the sum of different pixels are compared to test outcome.\",\"PeriodicalId\":201658,\"journal\":{\"name\":\"2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR)\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MMAR.2018.8486091\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MMAR.2018.8486091","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Identifying Features Determining Mouse Behavior in Forced Swim Test
This paper presents the part of automation process of Forced Swim Test (FST). In the test a mouse behavior should be determined. In the automated process the mouse behavior is usually estimated with use of computer vision. Image processing algorithms are used to determine features that can determine mouse behavior. In this paper a common features are identified from a literature search. Those methods are presented and validated whether they can be used to create a classifier. The mouse position, speed and the sum of different pixels are compared to test outcome.