A survey on still image based human action recognition

G Guo, A Lai - Pattern Recognition, 2014 - Elsevier
Recently still image-based human action recognition has become an active research topic in
computer vision and pattern recognition. It focuses on identifying a person׳ s action or …

Comparative study of motion features for similarity-based modeling and classification of unsafe actions in construction

SU Han, SH Lee, F Peña-Mora - Journal of Computing in Civil …, 2014 - ascelibrary.org
Rapid development of motion sensors and video processing has triggered growing attention
to action recognition for safety and health analysis, as well as operation analysis, in …

Classification and translation of style and affect in human motion using RBF neural networks

SA Etemad, A Arya - Neurocomputing, 2014 - Elsevier
Human motion can be carried out with a variety of different affects or styles such as happy,
sad, energetic, and tired among many others. Modeling and classifying these styles, and …

Unsupervised spectral dual assignment clustering of human actions in context

S Jones, L Shao - Proceedings of the IEEE Conference on …, 2014 - openaccess.thecvf.com
A recent trend of research has shown how contextual information related to an action, such
as a scene or object, can enhance the accuracy of human action recognition systems …

A multigraph representation for improved unsupervised/semi-supervised learning of human actions

S Jones, L Shao - Proceedings of the IEEE Conference on …, 2014 - openaccess.thecvf.com
Graph-based methods are a useful class of methods for improving the performance of
unsupervised and semi-supervised machine learning tasks, such as clustering or …

Discovering video clusters from visual features and noisy tags

A Vahdat, GT Zhou, G Mori - Computer Vision–ECCV 2014: 13th European …, 2014 - Springer
We present an algorithm for automatically clustering tagged videos. Collections of tagged
videos are commonplace, however, it is not trivial to discover video clusters therein. Direct …

一种运动轨迹引导下的举重视频关键姿态提取方法

王向东, 张静文, 毋立芳, 徐文泉 - 图学学报, 2014 - cqvip.com
该文研究并提出了一种轨迹引导下的举重视频关键姿态自动提取方法. 针对举重训练,
首先提取稳定的杠铃轨迹, 进一步分析杠铃轨迹和关键姿态之间的关系, 将杠铃轨迹和基于姿态 …

[PDF][PDF] Datasets for action, gesture and activity analysis

MAR Ahad - 2nd International Conference on Intelligent Systems …, 2014 - researchgate.net
Action, activity and gesture recognition and analysis require various related datasets. In this
paper, we present a short survey on the associated important datasets. A background on the …

Human activity recognition in images using SVMs and geodesics on smooth manifolds

Y Yun, K Fu, IYH Gu, H Aghajan, J Yang - Proceedings of the …, 2014 - dl.acm.org
This paper addresses the problem of human activity recognition in still images. We propose
a novel method that focuses on human-object interaction for feature representation of …

[PDF][PDF] Unsupervised and Semi-supervised Methods for Human Action Analysis

S Jones - 2014 - etheses.whiterose.ac.uk
While human action recognition is a very well studied topic, semi-supervised and
unsupervised tasks such as human action retrieval and human action clustering have …