Human activity analysis: A review
JK Aggarwal, MS Ryoo - Acm Computing Surveys (Csur), 2011 - dl.acm.org
Human activity recognition is an important area of computer vision research. Its applications
include surveillance systems, patient monitoring systems, and a variety of systems that …
include surveillance systems, patient monitoring systems, and a variety of systems that …
A survey of advances in vision-based human motion capture and analysis
This survey reviews advances in human motion capture and analysis from 2000 to 2006,
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …
[PDF][PDF] 智能视频监控技术综述
黄凯奇， 陈晓棠， 康运锋， 谭铁牛 - 计算机学报, 2015 - cjc.ict.ac.cn
摘要随着摄像头安装数量的日益增多, 以及智慧城市和公共安全需求的日益增长,
采用人工的视频监控方式已经远远不能满足需要, 因此智能视频监控技术应运而生并迅速成为 …
采用人工的视频监控方式已经远远不能满足需要, 因此智能视频监控技术应运而生并迅速成为 …
[PDF][PDF] 深度卷积神经网络的发展及其在计算机视觉领域的应用
张顺， 龚怡宏， 王进军 - 计算机学报, 2019 - cjc.ict.ac.cn
2)(西安交通大学人工智能与机器人研究所, 陕西西安, 710049) 摘要作为类脑计算领域的一个
重要研究成果, 深度卷积神经网络已经广泛应用到计算机视觉, 自然语言处理, 信息检索 …
重要研究成果, 深度卷积神经网络已经广泛应用到计算机视觉, 自然语言处理, 信息检索 …
The language of actions: Recovering the syntax and semantics of goal-directed human activities
This paper describes a framework for modeling human activities as temporally structured
processes. Our approach is motivated by the inherently hierarchical nature of human …
processes. Our approach is motivated by the inherently hierarchical nature of human …
A survey of vision-based methods for action representation, segmentation and recognition
Action recognition has become a very important topic in computer vision, with many
fundamental applications, in robotics, video surveillance, human–computer interaction, and …
fundamental applications, in robotics, video surveillance, human–computer interaction, and …
Human activity prediction: Early recognition of ongoing activities from streaming videos
MS Ryoo - 2011 international conference on computer vision, 2011 - ieeexplore.ieee.org
In this paper, we present a novel approach of human activity prediction. Human activity
prediction is a probabilistic process of inferring ongoing activities from videos only …
prediction is a probabilistic process of inferring ongoing activities from videos only …
[图书][B] Dynamic bayesian networks: representation, inference and learning
KP Murphy - 2002 - search.proquest.com
Modelling sequential data is important in many areas of science and engineering. Hidden
Markov models (HMMs) and Kalman filter models (KFMs) are popular for this because they …
Markov models (HMMs) and Kalman filter models (KFMs) are popular for this because they …
A survey on activity recognition and behavior understanding in video surveillance
S Vishwakarma, A Agrawal - The Visual Computer, 2013 - Springer
This paper provides a comprehensive survey for activity recognition in video surveillance. It
starts with a description of simple and complex human activity, and various applications. The …
starts with a description of simple and complex human activity, and various applications. The …
Machine recognition of human activities: A survey
P Turaga, R Chellappa… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
The past decade has witnessed a rapid proliferation of video cameras in all walks of life and
has resulted in a tremendous explosion of video content. Several applications such as …
has resulted in a tremendous explosion of video content. Several applications such as …