基于轮廓的步态分类图书推荐标识系统

M. Mikawa, S. Izumi, Kazuyo Tanaka
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引用次数: 16

摘要

图书馆不断创造新的服务,吸引读者。本文提出了一种新的图书推荐数字标牌系统。该系统根据行走的图书馆使用者的性别、年龄等特征进行分类,并在液晶显示器上显示推荐的图书。从实时视频中提取一组行走者的轮廓图像序列,利用支持向量机(SVM)进行分类。由于基于轮廓的分类方法计算量小于基于三维模型的分类方法,因此适合于实时分类。我们通过评估一些参数和图像特征来设计一个性能更好的分类器。实验结果表明了该系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Book Recommendation Signage System Using Silhouette-Based Gait Classification
A library creates new services for attracting library users continuously. This paper presents a new book recommendation digital signage system. The system classifies characteristics such as gender or age of a walking library user, and displays a recommended book on an LCD for him/her. A set of silhouette image sequence of a walker extracted from real-time video is used for classification with Support Vector Machine (SVM). Since a calculation amount of a silhouette-based classification method is less than a three-dimensional model-based classification, it is suitable for real-time classification. We design a classifier that has better performance by evaluating some parameters and image features for classification. Some experimental results reveal the validity and effectiveness of our proposed signage system.
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