Chairs' summary/proposal for international workshop on human activity sensing corpus and its application (hasca2013)

Nobuo Kawaguchi, N. Nishio, D. Roggen, K. Fujinami, S. Pirttikangas
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引用次数: 2

Abstract

Recent advancement of technology enables installations of small sized accelerometers or gyroscopes on various kinds of wearable/portable information devices. By using such wearable sensors, these devices can estimate its posture or status. However, most of current devices only utilize these sensors for simple orientation and gesture recognition. More deep understandings and recognition of human activity through these sensors will enable the next-generation human-oriented computing. To enable the real-world application by these kinds of wearable sensors, a large scale human activity sensing corpus might play an important role. Additionally, we have now a lot of high-performance mobile devices in real-world such as smart-phones. It is a great challenge to utilize such an enormous number of wearable sensors to collect a large-scale activity corpus. In recent years, there are several ongoing projects which are collecting human activities. In this workshop, we are planning to share these experiences of current research on the human activity corpus and its applications among the researchers and the practitioners and to have a deep discussion for future of activity sensing.
人类活动传感语料库及其应用国际研讨会(hasca2013)主席总结/提案
最近技术的进步使得在各种可穿戴/便携式信息设备上安装小型加速度计或陀螺仪成为可能。通过使用这种可穿戴传感器,这些设备可以估计它的姿势或状态。然而,目前大多数设备仅利用这些传感器进行简单的方向和手势识别。通过这些传感器对人类活动进行更深入的理解和识别,将使下一代以人为本的计算成为可能。为了使这些类型的可穿戴传感器能够在现实世界中应用,一个大规模的人类活动传感语料库可能会发挥重要作用。此外,我们现在在现实世界中有很多高性能的移动设备,比如智能手机。利用如此庞大的可穿戴传感器来收集大规模的活动语料库是一个巨大的挑战。近年来,有几个正在进行的项目正在收集人类活动。在本次研讨会上,我们计划在研究人员和实践者之间分享这些关于人类活动语料库及其应用的研究经验,并对活动传感的未来进行深入的讨论。
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