{"title":"衣物模型适合洗衣折叠协助","authors":"Megumi Kido, Hiroki Takahashi","doi":"10.1109/NICOInt.2019.00015","DOIUrl":null,"url":null,"abstract":"Laundry folding has the role that makes laundry compact and easy to store. It is, however, less preferred than other housework. This paper, therefore, describes to present folding procedure by using clothing model fitting for laundry folding assistance. A clothing model is constituted by mesh, where each node has its state transition, in order to handle cloth folding procedures with the same model. The clothing model fits on a contour of a target clothes generated by background subtraction. After that, each node is relocated to the optimal position to minimize a sum of some energy functions. IoU(Intersection over Union) is greater than 0.97 for all test images and the average difference of the folds becomes 2.3 pixels.","PeriodicalId":436332,"journal":{"name":"2019 Nicograph International (NicoInt)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Clothing Model Fitting for Laundry Folding Assistance\",\"authors\":\"Megumi Kido, Hiroki Takahashi\",\"doi\":\"10.1109/NICOInt.2019.00015\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Laundry folding has the role that makes laundry compact and easy to store. It is, however, less preferred than other housework. This paper, therefore, describes to present folding procedure by using clothing model fitting for laundry folding assistance. A clothing model is constituted by mesh, where each node has its state transition, in order to handle cloth folding procedures with the same model. The clothing model fits on a contour of a target clothes generated by background subtraction. After that, each node is relocated to the optimal position to minimize a sum of some energy functions. IoU(Intersection over Union) is greater than 0.97 for all test images and the average difference of the folds becomes 2.3 pixels.\",\"PeriodicalId\":436332,\"journal\":{\"name\":\"2019 Nicograph International (NicoInt)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 Nicograph International (NicoInt)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NICOInt.2019.00015\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Nicograph International (NicoInt)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NICOInt.2019.00015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
摘要
衣物折叠有使衣物紧凑和易于储存的作用。然而,与其他家务劳动相比,家务劳动不那么受欢迎。因此,本文描述了目前的折叠程序,利用服装模型拟合洗衣折叠辅助。服装模型由网格构成,网格中的每个节点都有自己的状态转换,以便用相同的模型处理布料折叠过程。该服装模型拟合在通过背景减法生成的目标服装轮廓上。然后,将每个节点重新定位到最优位置,以最小化一些能量函数的和。所有测试图像的IoU(Intersection over Union)均大于0.97,折叠的平均差为2.3像素。
Clothing Model Fitting for Laundry Folding Assistance
Laundry folding has the role that makes laundry compact and easy to store. It is, however, less preferred than other housework. This paper, therefore, describes to present folding procedure by using clothing model fitting for laundry folding assistance. A clothing model is constituted by mesh, where each node has its state transition, in order to handle cloth folding procedures with the same model. The clothing model fits on a contour of a target clothes generated by background subtraction. After that, each node is relocated to the optimal position to minimize a sum of some energy functions. IoU(Intersection over Union) is greater than 0.97 for all test images and the average difference of the folds becomes 2.3 pixels.