{"title":"用于2D移动区域的生成器","authors":"José Duarte, Mark McKenney","doi":"10.1145/3397536.3422336","DOIUrl":null,"url":null,"abstract":"One of the main challenges in investigation in the field of spatiotemporal databases is that there are few datasets available, they represent specific phenomena, in general, have a small number of observations, and do not provide a ground truth. In this work we present a generator for 2D moving regions that can represent several atomic events: face shrink, grow and evolve, face burst and engulf, face internal split from a closed and an open line (fissure), face internal merge, face split at a point, face split hole, face consume hole, hole shrink, grow and evolve, hole appear from an open line, hole consume face, hole split face, and hole split at a point. The generator allows datasets to be created and annotated automatically and it can also be used to create custom datasets. We also present datasets created with this generator.","PeriodicalId":233918,"journal":{"name":"Proceedings of the 28th International Conference on Advances in Geographic Information Systems","volume":"196 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Generator for 2D Moving Regions\",\"authors\":\"José Duarte, Mark McKenney\",\"doi\":\"10.1145/3397536.3422336\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"One of the main challenges in investigation in the field of spatiotemporal databases is that there are few datasets available, they represent specific phenomena, in general, have a small number of observations, and do not provide a ground truth. In this work we present a generator for 2D moving regions that can represent several atomic events: face shrink, grow and evolve, face burst and engulf, face internal split from a closed and an open line (fissure), face internal merge, face split at a point, face split hole, face consume hole, hole shrink, grow and evolve, hole appear from an open line, hole consume face, hole split face, and hole split at a point. The generator allows datasets to be created and annotated automatically and it can also be used to create custom datasets. We also present datasets created with this generator.\",\"PeriodicalId\":233918,\"journal\":{\"name\":\"Proceedings of the 28th International Conference on Advances in Geographic Information Systems\",\"volume\":\"196 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-11-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 28th International Conference on Advances in Geographic Information Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3397536.3422336\",\"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 28th International Conference on Advances in Geographic Information Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3397536.3422336","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
One of the main challenges in investigation in the field of spatiotemporal databases is that there are few datasets available, they represent specific phenomena, in general, have a small number of observations, and do not provide a ground truth. In this work we present a generator for 2D moving regions that can represent several atomic events: face shrink, grow and evolve, face burst and engulf, face internal split from a closed and an open line (fissure), face internal merge, face split at a point, face split hole, face consume hole, hole shrink, grow and evolve, hole appear from an open line, hole consume face, hole split face, and hole split at a point. The generator allows datasets to be created and annotated automatically and it can also be used to create custom datasets. We also present datasets created with this generator.