International workshop on human activity sensing corpus and its application (HASCA2015)
International workshop on human activity sensing corpus and its application (HASCA2015)
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人类活动感知语料库及其应用国际研讨会（HASCA2015）
DOI：
10.1145/2800835.2801621
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发表时间：
2015
期刊：
影响因子：
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通讯作者：
Susanna Pirttikangas
中科院分区：
文献类型：
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作者：
Nobuo Kawaguchi;Nobuhiko Nishio;Daniel Roggen;Sozo Inoue;Susanna Pirttikangas
最近的技术进步使得能够在各种可穿戴/便携式信息设备上安装小尺寸的加速度计或陀螺仪。通过使用这种可穿戴传感器，这些设备可以估计其姿势或状态。然而，大多数当前设备仅将这些传感器用于简单的定向和手势识别。通过这些传感器更深入地理解和识别人类活动，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，大规模的人类活动感知语料库可能会发挥重要作用。此外，我们现在有很多高性能的移动的设备在现实世界中，如智能手机。利用如此巨大数量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。继去年研讨会的巨大成功之后，我们进一步计划在研究人员和从业者之间分享这些关于人类活动语料库及其应用的当前研究经验，并对活动感知的未来进行深入讨论。
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. Following on a huge success of last year's workshop, we are further planning to share these experiences of current research on human activity corpus and its applications among the researchers and the practitioners and to have a deep discussion for future of activity sensing.