Human Activity Recognition System

P. Bhambri, Harpreet Kaur, Akarshit Gupta, Jaskaran Singh
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引用次数: 1

Abstract

Modern human activity recognAition systems are mainly trained and used upon video stream and images data that understand the features and actions variations in the data having similar or related movements. Human Activity Recognition plays a significant role in human-to-human and human-computer interaction. Manually driven system are highly time consuming and costlier. In this project, we aim at designing a cost-effective and faster Human Activity Recognition System which can process both video and image in order to recognize the activity being performed in it, thereby aiding the end user in various applications like surveillance, aiding purpose etc. This system will not only be cost effective but also as a utility-based system that can be incorporated in a large number of applications that will save time and aid in various activities that require recognition process, and save a lot of time with good accuracy Also, it will aid the blind people in availing the knowledge of their surroundings.
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人体活动识别系统
现代人类活动识别系统主要训练和使用视频流和图像数据,以了解具有相似或相关动作的数据中的特征和动作变化。人类活动识别在人与人、人机交互中起着重要的作用。人工驱动系统耗时长,成本高。在这个项目中,我们的目标是设计一个具有成本效益和更快的人体活动识别系统,该系统可以处理视频和图像,以识别其中正在进行的活动,从而帮助最终用户在各种应用中,如监控,辅助用途等。该系统不仅具有成本效益,而且作为一个基于实用的系统,可以纳入大量的应用程序,这将节省时间和帮助各种需要识别过程的活动,并节省大量的时间和良好的准确性,它将帮助盲人利用他们周围的知识。
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