{"title":"YFCC100M数据集视频时空及内容特征分析","authors":"Jun-Ho Choi, Jong-Seok Lee","doi":"10.1145/2983554.2983559","DOIUrl":null,"url":null,"abstract":"The Yahoo Flickr Creative Commons 100 Million dataset (YFCC100M) is one of the largest public databases containing images and videos and their annotations for research on multimedia analysis. In this paper, we present our study on analysis of characteristics of the 0.8 million videos in the dataset in spatial, temporal, and content perspectives. For this, all the video frames and metadata of the videos are examined. In addition, user-wise analysis of the characteristics is conducted. We make the obtained results publicly available in the form of a metadata dataset for the research community.","PeriodicalId":340803,"journal":{"name":"Proceedings of the 2016 ACM Workshop on Multimedia COMMONS","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Analysis of Spatial, Temporal, and Content Characteristics of Videos in the YFCC100M Dataset\",\"authors\":\"Jun-Ho Choi, Jong-Seok Lee\",\"doi\":\"10.1145/2983554.2983559\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The Yahoo Flickr Creative Commons 100 Million dataset (YFCC100M) is one of the largest public databases containing images and videos and their annotations for research on multimedia analysis. In this paper, we present our study on analysis of characteristics of the 0.8 million videos in the dataset in spatial, temporal, and content perspectives. For this, all the video frames and metadata of the videos are examined. In addition, user-wise analysis of the characteristics is conducted. We make the obtained results publicly available in the form of a metadata dataset for the research community.\",\"PeriodicalId\":340803,\"journal\":{\"name\":\"Proceedings of the 2016 ACM Workshop on Multimedia COMMONS\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2016 ACM Workshop on Multimedia COMMONS\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2983554.2983559\",\"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 2016 ACM Workshop on Multimedia COMMONS","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2983554.2983559","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of Spatial, Temporal, and Content Characteristics of Videos in the YFCC100M Dataset
The Yahoo Flickr Creative Commons 100 Million dataset (YFCC100M) is one of the largest public databases containing images and videos and their annotations for research on multimedia analysis. In this paper, we present our study on analysis of characteristics of the 0.8 million videos in the dataset in spatial, temporal, and content perspectives. For this, all the video frames and metadata of the videos are examined. In addition, user-wise analysis of the characteristics is conducted. We make the obtained results publicly available in the form of a metadata dataset for the research community.
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