Human activity recognition (HAR) has multifaceted applications due to its worldly usage of acquisition devices such as smartphones, video cameras, and its ability to capture human activity data. While electronic devices and their applications are steadily growing, the advances in Artificial intelligence ...
Many papers presented various techniques forhuman activity representation that resulted in distinguishable progress.In this study, we conduct an extensive literature review on recent, top-performing techniques in human activity recognition based on wearablesensors. Due to the lack of standardized evaluation...
本文对最近被TPAMI接收的一篇综述文章Human Action Recognition from Various Data Modalities: A Review(基于不同数据模态的人类动作识别综述)进行解读,原综述文章地址:arxiv.org/pdf/2012.1186 概述 人类动作识别(Human Action Recognition, HAR)旨在理解人类的行为,并为每个行为分配一个标签。多种不同的数据形态都可以...
Ke S;Thuc H; Lee Y;.A review on video-basedhuman activity recognition.Computers.2013.88-131Ke, S.-R., Thuc, H.L.U., Lee, Y.-J., Hwang, J.-N., Yoo, J.-H. and Choi, K.-H. (2013) A Review on Video-Based Human Activity Recognition. Computers, 2, 88-131. https://doi....
Behavior recognition is a hot topic in the field of computer vision. It has experienced the development process from manual design feature representation to deep learning feature expression. This paper classifies the mainstream algorithms in the development of behavior recognition from two aspects of tra...
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances Mobile and wearable devices have enabled numerous applications, including activity tracking, wellness monitoring, and human鈥揷omputer interaction, that me... S Zhang,Y Li,S Zhang,... - 《Sensors》 被引量: ...
aN u tuber of carbons 碳N u肿胀[translate] aA review of human activity recognition and behaviour understanding in video surveillance 人类活动公认和行为回顾了解在录影监视的[translate]
Human Activity Recognition from Kinect Captured Data Using Stick Model Human activity recognition from Kinect captured data using stick model. In Human-Computer Interaction. Advanced Interaction Modalities and Techniques. Springer ... VR Reddy,T Chattopadhyay - International Conference on Human-computer Int...
Human activity recognition (HAR) systems attempt to automatically identify and analyze human activities using acquired information from various types of sensors. Although several extensive review papers have already been published in the general HAR topics, the growing technologies in the field as well ...
review of the recent developments in the field of human activity recognition for mobile and wearable sensors using deep learning. Specifically, we present comprehensive review of deep learning methods; taxonomy of the recent studies in deep learning based activity recognition, their advantages, training...