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SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space SPGNet:基于空间投影的低维空间三维人体姿态估计
International Conference on Smart Multimedia Pub Date : 2022-06-04 DOI: 10.48550/arXiv.2206.01867
Zihan Wang, Ruimin Chen, Mengxuan Liu, Guanfang Dong, Anup Basu
{"title":"SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space","authors":"Zihan Wang, Ruimin Chen, Mengxuan Liu, Guanfang Dong, Anup Basu","doi":"10.48550/arXiv.2206.01867","DOIUrl":"https://doi.org/10.48550/arXiv.2206.01867","url":null,"abstract":"We propose a method SPGNet for 3D human pose estimation that mixes multi-dimensional re-projection into supervised learning. In this method, the 2D-to-3D-lifting network predicts the global position and coordinates of the 3D human pose. Then, we re-project the estimated 3D pose back to the 2D key points along with spatial adjustments. The loss functions compare the estimated 3D pose with the 3D pose ground truth, and re-projected 2D pose with the input 2D pose. In addition, we propose a kinematic constraint to restrict the predicted target with constant human bone length. Based on the estimation results for the dataset Human3.6M, our approach outperforms many state-of-the-art methods both qualitatively and quantitatively.","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132014832","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}
引用次数: 1
Matrix Syncer - A Multi-chain Data Aggregator For Supporting Blockchain-based Metaverses 矩阵同步器——支持基于区块链的元数据的多链数据聚合器
International Conference on Smart Multimedia Pub Date : 2022-04-08 DOI: 10.48550/arXiv.2204.04272
Xinyao Sun, Yi Lu, Jinghan Sun, Bohao Tang, K. Rehak, Shuyi Zhang
{"title":"Matrix Syncer - A Multi-chain Data Aggregator For Supporting Blockchain-based Metaverses","authors":"Xinyao Sun, Yi Lu, Jinghan Sun, Bohao Tang, K. Rehak, Shuyi Zhang","doi":"10.48550/arXiv.2204.04272","DOIUrl":"https://doi.org/10.48550/arXiv.2204.04272","url":null,"abstract":"—Due to the rising complexity of the metaverse’s busi- ness logic and the low-latency nature of the metaverse, developers typically encounter the challenge of effectively reading, writing, and retrieving historical on-chain data in order to facilitate their functional implementations at scale. While it is true that accessing blockchain states is simple, more advanced real-world operations such as search, aggregation, and conditional filtering are not available when interacting directly with blockchain networks, particularly when dealing with requirements for on-chain event reflection. We offer Matrix Syncer, the ultimate middleware that bridges the data access gap between blockchains and end-user applications. Matrix Syncer is designed to facilitate the consoli-dation of on-chain information into a distributed data warehouse while also enabling customized on-chain state transformation for a scalable storage, access, and retrieval. It offers a unified layer for both on- and off-chain state, as well as a fast and flexible atomic query. Matrix Syncer is easily incorporated into any infrastructure to aggregate data from various blockchains concurrently, such as Ethereum and Flow. The system has been deployed to support several metaverse projects with a total value of more than $15 million USD.","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122928713","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}
引用次数: 2
Product Re-identification System in Fully Automated Defect Detection 全自动缺陷检测中的产品再识别系统
International Conference on Smart Multimedia Pub Date : 2021-12-20 DOI: 10.1007/978-3-031-22061-6_11
Chenggui Sun, Lingling Song
{"title":"Product Re-identification System in Fully Automated Defect Detection","authors":"Chenggui Sun, Lingling Song","doi":"10.1007/978-3-031-22061-6_11","DOIUrl":"https://doi.org/10.1007/978-3-031-22061-6_11","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123865281","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}
引用次数: 1
Race Classification Based Iris Image Segmentation 基于种族分类的虹膜图像分割
International Conference on Smart Multimedia Pub Date : 2019-12-16 DOI: 10.1007/978-3-030-54407-2_32
Xianting Ke, Lingling An, Qingqi Pei, Xuyu Wang
{"title":"Race Classification Based Iris Image Segmentation","authors":"Xianting Ke, Lingling An, Qingqi Pei, Xuyu Wang","doi":"10.1007/978-3-030-54407-2_32","DOIUrl":"https://doi.org/10.1007/978-3-030-54407-2_32","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121065643","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}
引用次数: 7
Improving the Attention Span of Elementary School Children in Mexico Through a S4 Technology Platform 通过S4技术平台提高墨西哥小学生的注意力持续时间
International Conference on Smart Multimedia Pub Date : 2019-12-16 DOI: 10.1007/978-3-030-54407-2_44
E. López-Caudana, P. Ponce, Nancy Mazon, Luis Marquez, Ivan Mejia, G. B. Reyes
{"title":"Improving the Attention Span of Elementary School Children in Mexico Through a S4 Technology Platform","authors":"E. López-Caudana, P. Ponce, Nancy Mazon, Luis Marquez, Ivan Mejia, G. B. Reyes","doi":"10.1007/978-3-030-54407-2_44","DOIUrl":"https://doi.org/10.1007/978-3-030-54407-2_44","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127103509","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}
引用次数: 2
Background Subtraction Based on Principal Motion for a Freely Moving Camera 基于主运动的自由运动相机背景减法
International Conference on Smart Multimedia Pub Date : 2019-12-16 DOI: 10.1007/978-3-030-54407-2_6
Yingnan Ma, Guanfang Dong, Chenqiu Zhao, A. Basu, Zhengjiang Wu
{"title":"Background Subtraction Based on Principal Motion for a Freely Moving Camera","authors":"Yingnan Ma, Guanfang Dong, Chenqiu Zhao, A. Basu, Zhengjiang Wu","doi":"10.1007/978-3-030-54407-2_6","DOIUrl":"https://doi.org/10.1007/978-3-030-54407-2_6","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124052425","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}
引用次数: 10
3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education 支持新产品开发的3D虚拟环境:基于开放式创新实验室的移动平台在高等教育中的应用
International Conference on Smart Multimedia Pub Date : 2019-12-16 DOI: 10.1007/978-3-030-54407-2_41
José Martín Molina Espinosa, Jhonattan Miranda, D. Cortés, J. Medina, A. Molina
{"title":"3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education","authors":"José Martín Molina Espinosa, Jhonattan Miranda, D. Cortés, J. Medina, A. Molina","doi":"10.1007/978-3-030-54407-2_41","DOIUrl":"https://doi.org/10.1007/978-3-030-54407-2_41","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"174 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134073632","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}
引用次数: 2
Synthetic Aerial Image Generation and Runway Segmentation 合成航拍图像生成与跑道分割
International Conference on Smart Multimedia Pub Date : 2019-12-16 DOI: 10.1007/978-3-030-54407-2_36
Harsh Sharma, Changjiang Liu, I. Cheng
{"title":"Synthetic Aerial Image Generation and Runway Segmentation","authors":"Harsh Sharma, Changjiang Liu, I. Cheng","doi":"10.1007/978-3-030-54407-2_36","DOIUrl":"https://doi.org/10.1007/978-3-030-54407-2_36","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132869453","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}
引用次数: 2
Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video 提高反色调映射高动态范围视频的时间稳定性
International Conference on Smart Multimedia Pub Date : 2019-12-16 DOI: 10.1007/978-3-030-54407-2_19
Neeraj J. Gadgil, Guan-Ming Su
{"title":"Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video","authors":"Neeraj J. Gadgil, Guan-Ming Su","doi":"10.1007/978-3-030-54407-2_19","DOIUrl":"https://doi.org/10.1007/978-3-030-54407-2_19","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130550933","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}
引用次数: 0
Implementing Robotic Platforms for Therapies Using Qualitative Factors in Mexico 在墨西哥使用定性因素实施机器人治疗平台
International Conference on Smart Multimedia Pub Date : 2019-12-16 DOI: 10.1007/978-3-030-54407-2_11
P. Ponce, E. López, A. Molina
{"title":"Implementing Robotic Platforms for Therapies Using Qualitative Factors in Mexico","authors":"P. Ponce, E. López, A. Molina","doi":"10.1007/978-3-030-54407-2_11","DOIUrl":"https://doi.org/10.1007/978-3-030-54407-2_11","url":null,"abstract":"","PeriodicalId":211605,"journal":{"name":"International Conference on Smart Multimedia","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123048203","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}
引用次数: 1
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