@inproceedings{d957037c08a34fbc9ff1b515f8dae293,
title = "Fast human/car classification methods in the computer vision tasks",
abstract = "In this paper we propose a method for classification of moving objects of human and car types in computer vision systems using statistical hypotheses and integration of the results using two different decision rules. FAR-FRR graphs for all criteria and the decision rule are plotted. Confusion matrix for both ways of integration is presented. The example of the method application to the public video databases is provided. Ways of accuracy improvement are proposed.",
keywords = "Bayesian integration, Classification, Human/car, Logistic regression, Statistical criterion, Video surveillance",
author = "Vishnyakov, \{Boris V.\} and Malin, \{Ivan K.\} and Vizilter, \{Yuri V.\} and Huang, \{Shih Chia\} and Kuo, \{Sy Yen\}",
year = "2013",
doi = "10.1117/12.2020149",
language = "英语",
isbn = "9780819496072",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
booktitle = "Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection",
note = "Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection ; Conference date: 14-05-2013 Through 16-05-2013",
}