@inproceedings{e0ef9667ea7c4de69c6087313d582320,
title = "A new method for human action recognition: Discrete HMM with improved LBG algorithm",
abstract = "Hidden Markov Model (HMM) algorithm and Vector Quantization (VQ) algorithm are widely used in the field of speech recognition. The innovation of this paper will be the introduction of the above two algorithms into human action recognition and making them as a solution to recognize action of the continuous multi frames video. Simulated Annealing algorithm and the empty cavity processing algorithm improve vector quantization algorithm and obtain the global optimal codebook. The recognition result of the new algorithm is much better than the original algorithm and traditional algorithms. The new method realizes the identification of abnormal behavior.",
keywords = "HMM, LBG, action recognition, codebook, empty cavity split, simulated annealing, vector quantitation",
author = "Zhongxin Qu and Tingshu Lu and Xiaojiong Liu and Qianqian Wu and Mingjiang Wang",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 9th IEEE International Conference on Anti-Counterfeiting, Security and Identification, ASID 2015 ; Conference date: 25-09-2015 Through 27-09-2015",
year = "2016",
month = feb,
day = "11",
doi = "10.1109/ICASID.2015.7405672",
language = "英语",
series = "Proceedings of the International Conference on Anti-Counterfeiting, Security and Identification, ASID",
publisher = "IEEE Computer Society",
pages = "109--113",
booktitle = "Proceedings of 2015 IEEE 9th International Conference on Anti-Counterfeiting, Security and Identification, ASID 2015",
address = "美国",
}