Journal of Hebei University(Natural Science Edition) >

2018 , Vol. 38 >Issue 2: 204 - 210

DOI: https://doi.org/10.3969/j.issn.1000-1565.2018.02.013

Action recognition based on visual bag of words and trigonometric function method

  • ZHANG Xin ,
  • WEI Xining ,
  • WANG Bing
Expand
  • 1.College of Electronic and Information Engineering, Hebei University, Baoding 071002, China; 2.College of Mathematics and Information Science, Hebei University, Baoding 071002, China

Received date: 2017-10-11

  Online published: 2018-03-25

Fold

Cite this article

ZHANG Xin , WEI Xining , WANG Bing . Action recognition based on visual bag of words and trigonometric function method[J]. Journal of Hebei University(Natural Science Edition), 2018 , 38(2) : 204 -210 . DOI: 10.3969/j.issn.1000-1565.2018.02.013

References

[1] TURAGD P,CHELLAPPA R,SUBRAHMANIAN V S,et al.Machine recognition of human activities: a survey[J].IEEE Transactions on Circuits and Systems for Video Technology,2008,18(11):1473-1488.
[2] GUO X L,YANG T T.Gesture recognition based on HMMFNN model using a Kinect[J].Journal on Multimodal User Interface,2016,17:1-7.DOI:https://doi.org/10.1007/s12193-016-0215-x.
[3] 谈家谱,徐文胜.基于Kinect的指尖检测与手势识别方法[J].计算机应用,2015,35:1795-1800.DOI:10.11772/j.issn.1001-9081.2015.06.1795. TIAN J P,XU W S.Fingertip detection and gesture recognition method based on Kinect[J].Journal of Computer Applications,2015,35:1795-1800,DOI:10.11772/j.issn.1001-9081.2015.06.1795.
[4] 劭洁,汪伟明.基于肢体动作序列与三维纹理特征的情绪识别[J].计算机应用研究,2018,35(12).优先出版. SHAO J,WANG W M.Emotion recognition based on three-dimensional texture features of body action sequence[J].Application Research of Computers,2018,35(12).Precedence Issue.
[5] 黄飞跃,徐光佑.视角无关的动作识别[J].软件学报,2008,19(17):1623-1634.DOI:10.3724/1001.2008.01623. HUANG F Y,XU G Y.Viewpoint independent action recognition[J].Journal of Software, 2008,19(7):1623-1634.DOI:10.3724/1001.2008.01623.
[6] 胡琼,秦磊,黄庆明.基于视觉的人体动作识别综述[J].计算机学报,2013,36(12):2513-2524.DOI:10.3724/SP.J.1016.2013.02512. HU Q,QIN L,HUANG Q M.A survey on visual human action recognition[J].Chinese Journal of Computers,2013,36(12):2513-2524.DOI:10.3724/SP.J.1016.2013.02512.
[7] 王玲,吕江靖,程诚,等.一种基于视觉词袋模型的人脸识别方法[J].视频应用与工程,2015,39(17):112-120.DOI:10.16280/j.videoe.2015.17.027. WANG L,LÜ J J,CHENG C,et al.Face recognition method based on bag of visual words[J].Video Application & Project,2015,39(17):112-120.DOI:10.16280/j.videoe.2015.17.027.
[8] 黄坤,王倪传.基于视觉词袋模型的人耳识别[J].计算机系统应用,2014,23(12):176-181. HUANG K,WANG N Z.Human ear recognition based on visual bag-of-words model[J].Computer System Application,2014,23(12):176-181.
[9] HUANG Y,WU Z,WANG L,et al.Feature coding in image classification:a comprehensive study[J].IEEE Trans: Pattern Analysis and Machine Intelligence,2014,36(2):493-506.DOI: 10.1109/TPAMI.2013.113.
[10] HUNG H B,SVETHA V,GEOFF W.Tracking and surveillance in wide-area spatial environments using the abstract hidden markov model[J].Journal of Artificial Intelligence Research,2001,15(01):451-499.
[11] 张永,杨浩.基于优化视觉词袋模型的图像分类法[J].计算机应用,2017,37(8):2244-2247.DOI:10.11772/j.issn.1001-9081.2017.08.2244. ZHANG Y,YANG H.Image classification method based on bag-of-visual words model[J].Journal of Computer Applications,2017,37(8):2244-2247.DOI:10.11772/j.issn.1001-9081.2017.08.2244.
[12] OSENTOSKI S,MANFREDI V,MAHADEVAN S.Learning hierarchical models of activity[J].The IEEE RSJ International Conference on Intelligent Robots and Systems,Sendai Japan, 2004,1:891-986.DOI:10.1109/IROS.2004.1389465.
[13] 钱堃,马旭东,袋先中.基于抽象隐马尔可夫模型的运动行为识别方法[J].模式识别与人工智能,2009,22(3):433-439. QIAN K,MA X D,DAI X Z.Motion activity recognition based on abstract hidden markov model[J].PR&AI,2009,22(3):433-439.
Options
Outlines

/

〈 〉