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Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments最新文献

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SeismoPen: Pulse Recognition via a Smart Pen SeismoPen:通过智能笔进行脉冲识别
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments Pub Date : 2016-06-29 DOI: 10.1145/2910674.2910708
Denys J. C. Matthies, Marian Haescher, G. Bieber, R. Salomon, B. Urban
{"title":"SeismoPen: Pulse Recognition via a Smart Pen","authors":"Denys J. C. Matthies, Marian Haescher, G. Bieber, R. Salomon, B. Urban","doi":"10.1145/2910674.2910708","DOIUrl":"https://doi.org/10.1145/2910674.2910708","url":null,"abstract":"We propose SeismoPen, an enhanced ballpoint pen, which is capable of calculating the patient's heart rate. This is enabled when being pressed the pen towards the patient's throat so it can sense and analyze the seismographic micro-eruption caused by the pulsing blood. We developed a suitable algorithm and tested three sensor setups in which we attached (1) a force-sensing resistor (FSR), (2) an accelerometer, and (3) a piezoelectric transducer to the pen's head. We also conducted a user study, which resulted in suggesting SeismoPen to be potentially more accepted by users, since it is less obtrusive than alternative measurement methods. In contrast to medical devices, this simple pen looks less perilous and potentially reduces the risk of triggering symptoms of a white coat hypertension.","PeriodicalId":359504,"journal":{"name":"Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129780291","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
Interactive Learning and Adaptation for Robot Assisted Therapy for People with Dementia 机器人辅助治疗痴呆患者的互动学习和适应
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments Pub Date : 2016-06-29 DOI: 10.1145/2910674.2935849
K. Tsiakas, Cheryl Abellanoza, F. Makedon
{"title":"Interactive Learning and Adaptation for Robot Assisted Therapy for People with Dementia","authors":"K. Tsiakas, Cheryl Abellanoza, F. Makedon","doi":"10.1145/2910674.2935849","DOIUrl":"https://doi.org/10.1145/2910674.2935849","url":null,"abstract":"In this paper, we present an adaptive cognitive music game designed to monitor and improve the attention levels of people with dementia. The goal of this game is to provide a customized protocol based on user needs and preferences, following the Reinforcement Learning (RL) framework. The game adjusts its parameters (e.g., difficulty level) so as to help the user complete the task successfully, while keeping them engaged. The main contribution of this paper is an interactive learning and adaptation framework that enables and facilitates the adaptation of the robot behavior towards new users, providing a safe, tailored and efficient interaction.","PeriodicalId":359504,"journal":{"name":"Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125699396","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
A ROS framework for audio-based activity recognition 基于音频的活动识别ROS框架
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments Pub Date : 2016-06-29 DOI: 10.1145/2910674.2935858
Theodoros Giannakopoulos, Georgios Siantikos
{"title":"A ROS framework for audio-based activity recognition","authors":"Theodoros Giannakopoulos, Georgios Siantikos","doi":"10.1145/2910674.2935858","DOIUrl":"https://doi.org/10.1145/2910674.2935858","url":null,"abstract":"Research on robot perception mostly focuses on visual information analytics. Audio-based perception is mostly based on speech-related information. However, non-verbal information of the audio channel can be equally important in the perception procedure, or at least play a complementary role. This paper presents a framework for audio signal analysis that utilizes the ROS architectural principles. Details on the design and implementation issues of this workflow are described, while classification results are also presented in the context of two use-cases motivated by the task of medical monitoring. The proposed audio analysis framework is provided as an open-source library at github (https://github.com/tyiannak/AUROS).","PeriodicalId":359504,"journal":{"name":"Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128450496","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: 6
Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition 基于深度学习姿态估计的手语识别评价
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments Pub Date : 2016-02-29 DOI: 10.1145/2910674.2910716
Srujana Gattupalli, Amir Ghaderi, V. Athitsos
{"title":"Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition","authors":"Srujana Gattupalli, Amir Ghaderi, V. Athitsos","doi":"10.1145/2910674.2910716","DOIUrl":"https://doi.org/10.1145/2910674.2910716","url":null,"abstract":"Human body pose estimation and hand detection are two important tasks for systems that perform computer vision-based sign language recognition(SLR). However, both tasks are challenging, especially when the input is color videos, with no depth information. Many algorithms have been proposed in the literature for these tasks, and some of the most successful recent algorithms are based on deep learning. In this paper, we introduce a dataset for human pose estimation for SLR domain. We evaluate the performance of two deep learning based pose estimation methods, by performing user-independent experiments on our dataset. We also perform transfer learning, and we obtain results that demonstrate that transfer learning can improve pose estimation accuracy. The dataset and results from these methods can create a useful baseline for future works.","PeriodicalId":359504,"journal":{"name":"Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132127219","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: 46
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments 与辅助环境相关的普及技术第9届ACM国际会议论文集
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments Pub Date : 1900-01-01 DOI: 10.1145/2910674
{"title":"Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments","authors":"","doi":"10.1145/2910674","DOIUrl":"https://doi.org/10.1145/2910674","url":null,"abstract":"","PeriodicalId":359504,"journal":{"name":"Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115799467","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
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