Xu Chang, He Ye, Parra Albert, Delp Edward, Khanna Nitin, Boushey Carol
{"title":"基于图像的食物体积估算。","authors":"Xu Chang, He Ye, Parra Albert, Delp Edward, Khanna Nitin, Boushey Carol","doi":"10.1145/2506023.2506037","DOIUrl":null,"url":null,"abstract":"<p><p>In this paper, we propose an extension to our previous work on food portion size estimation using a single image and a multi-view volume estimation method. The single-view technique estimates food volume by using prior information (segmentation and food labels) generated from food identification methods we described earlier. For multi-view volume estimation, we use\"Shape from Silhouettes\"to estimate the food portion size. The experimental results of our volume estimation methods demonstrate our results with respect to accuracy and reliability.</p>","PeriodicalId":91851,"journal":{"name":"CEA'13 : proceedings of the 5th International Workshop on Multimedia for Cooking & Eating Activities : October 21, 2013, Barcelona, Spain. Workshop on Multimedia for Cooking and Eating Activities (5th : 2013 : Barcelona, Spain)","volume":"2013 ","pages":"75-80"},"PeriodicalIF":0.0000,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5448987/pdf/nihms823612.pdf","citationCount":"0","resultStr":"{\"title\":\"Image-Based Food Volume Estimation.\",\"authors\":\"Xu Chang, He Ye, Parra Albert, Delp Edward, Khanna Nitin, Boushey Carol\",\"doi\":\"10.1145/2506023.2506037\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>In this paper, we propose an extension to our previous work on food portion size estimation using a single image and a multi-view volume estimation method. The single-view technique estimates food volume by using prior information (segmentation and food labels) generated from food identification methods we described earlier. For multi-view volume estimation, we use\\\"Shape from Silhouettes\\\"to estimate the food portion size. The experimental results of our volume estimation methods demonstrate our results with respect to accuracy and reliability.</p>\",\"PeriodicalId\":91851,\"journal\":{\"name\":\"CEA'13 : proceedings of the 5th International Workshop on Multimedia for Cooking & Eating Activities : October 21, 2013, Barcelona, Spain. Workshop on Multimedia for Cooking and Eating Activities (5th : 2013 : Barcelona, Spain)\",\"volume\":\"2013 \",\"pages\":\"75-80\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5448987/pdf/nihms823612.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"CEA'13 : proceedings of the 5th International Workshop on Multimedia for Cooking & Eating Activities : October 21, 2013, Barcelona, Spain. Workshop on Multimedia for Cooking and Eating Activities (5th : 2013 : Barcelona, Spain)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2506023.2506037\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"CEA'13 : proceedings of the 5th International Workshop on Multimedia for Cooking & Eating Activities : October 21, 2013, Barcelona, Spain. Workshop on Multimedia for Cooking and Eating Activities (5th : 2013 : Barcelona, Spain)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2506023.2506037","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this paper, we propose an extension to our previous work on food portion size estimation using a single image and a multi-view volume estimation method. The single-view technique estimates food volume by using prior information (segmentation and food labels) generated from food identification methods we described earlier. For multi-view volume estimation, we use"Shape from Silhouettes"to estimate the food portion size. The experimental results of our volume estimation methods demonstrate our results with respect to accuracy and reliability.