The aim of this full-day workshop in conjunction with SIGGRAPH Asia 2017 is to bring together researchers from diverse backgrounds, such as computer graphics, computer vision, virtual reality, human computer interactions and machine learning, with a common interest in data-driven, realistic animation. Interests in this emerging topic may stem from a variety of sources, e.g. point cloud data collected from laser scanners or RGBD cameras such as KINECT, high resolution geometry reconstructed by Structure from Motion (SfM), motion capture devices including high frame-rate optical trackers and IMUs, GPS data from millions of mobile devices etc. Despite the high dimensionality and the huge volume of the dataset, the boost in machine learning and big data technologies are allowing researchers to extract important features from them for which can be applied for data analysis, synthesis and editing.
{"title":"Data-driven animation technology (D2AT)","authors":"Hongchuan Yu, T. Komura, J. Zhang","doi":"10.1145/3154457.3154458","DOIUrl":"https://doi.org/10.1145/3154457.3154458","url":null,"abstract":"The aim of this full-day workshop in conjunction with SIGGRAPH Asia 2017 is to bring together researchers from diverse backgrounds, such as computer graphics, computer vision, virtual reality, human computer interactions and machine learning, with a common interest in data-driven, realistic animation. Interests in this emerging topic may stem from a variety of sources, e.g. point cloud data collected from laser scanners or RGBD cameras such as KINECT, high resolution geometry reconstructed by Structure from Motion (SfM), motion capture devices including high frame-rate optical trackers and IMUs, GPS data from millions of mobile devices etc. Despite the high dimensionality and the huge volume of the dataset, the boost in machine learning and big data technologies are allowing researchers to extract important features from them for which can be applied for data analysis, synthesis and editing.","PeriodicalId":266950,"journal":{"name":"SIGGRAPH Asia 2017 Workshops","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133161265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The "Digital Heritage and Innovative Collaborations" workshop strives to explore the tangible/intangible aspects of digital heritage conservation. It further discusses collaborative opportunities to conduct the high-resolution site survey for scholars and institutions at local authorities. For preserving and making sustainable of the tangible cultural heritage, three-dimensional models and other innovative perspectives are discussed. For extending the established results and making the digital resources available to broader audiences, the workshop will further explore interactive info-motion interface and apply the knowledge of digital heritage to STEM education. The workshop expects to bridge the platform for archeology, computer graphics, and interactive info-motion design. Digital sculpting, interactive info-motion and VR will be the core techniques to explore the narrative of digital heritage conservation. For further protecting, educating and consolidating "building dwelling thinking" through digital heritage preservation, the workshop helps to preserve the digital humanity, and reach out to museum staffs and academia. By the joint effort of global institutions and local authorities, the project will also help to foster and enhance the mutual understanding through intercultural collaborations.
{"title":"Digital heritage and innovative collaborations workshop","authors":"C. Wei","doi":"10.1145/3154457.3154459","DOIUrl":"https://doi.org/10.1145/3154457.3154459","url":null,"abstract":"The \"Digital Heritage and Innovative Collaborations\" workshop strives to explore the tangible/intangible aspects of digital heritage conservation. It further discusses collaborative opportunities to conduct the high-resolution site survey for scholars and institutions at local authorities. For preserving and making sustainable of the tangible cultural heritage, three-dimensional models and other innovative perspectives are discussed. For extending the established results and making the digital resources available to broader audiences, the workshop will further explore interactive info-motion interface and apply the knowledge of digital heritage to STEM education. The workshop expects to bridge the platform for archeology, computer graphics, and interactive info-motion design. Digital sculpting, interactive info-motion and VR will be the core techniques to explore the narrative of digital heritage conservation. For further protecting, educating and consolidating \"building dwelling thinking\" through digital heritage preservation, the workshop helps to preserve the digital humanity, and reach out to museum staffs and academia. By the joint effort of global institutions and local authorities, the project will also help to foster and enhance the mutual understanding through intercultural collaborations.","PeriodicalId":266950,"journal":{"name":"SIGGRAPH Asia 2017 Workshops","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130631783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The SIGGRAPH Asia Workshops program aims to provide participants with the opportunity to present and discuss novel research ideas on active and emerging topics of computer graphics and interactive techniques. Our workshops are expected to foster topics or communities that do not have a "home" in other venues. They give the community a new, organized way of thinking about a specific topic, and ideas that suggest promising directions for future research.
{"title":"SIGGRAPH Asia 2017 Workshops","authors":"Kening Zhu","doi":"10.1145/3154457","DOIUrl":"https://doi.org/10.1145/3154457","url":null,"abstract":"The SIGGRAPH Asia Workshops program aims to provide participants with the opportunity to present and discuss novel research ideas on active and emerging topics of computer graphics and interactive techniques. Our workshops are expected to foster topics or communities that do not have a \"home\" in other venues. They give the community a new, organized way of thinking about a specific topic, and ideas that suggest promising directions for future research.","PeriodicalId":266950,"journal":{"name":"SIGGRAPH Asia 2017 Workshops","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121203292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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