Keep an eye on your photos: automatic image tagging on mobile devices

Nina Runge, Dirk Wenig, R. Malaka
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引用次数: 4

Abstract

In this paper we present how to tag images automatically based on the image and sensor data from a mobile device. We developed a system that computes low-level tags using the image itself and meta data. Based on these tags and previous user tags we learn high-level tags. With a client-server-implementation we source out computational expensive algorithms to recommend the tags as fast as possible. We show what are the best feature extraction methods in combination with a machine learning technique to recommend good tags.
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留意你的照片:移动设备上的自动图像标签
本文介绍了如何基于移动设备的图像和传感器数据自动标记图像。我们开发了一个系统,使用图像本身和元数据计算低级标签。基于这些标签和以前的用户标签,我们学习高级标签。使用客户机-服务器实现时,我们会外包计算成本高昂的算法来尽可能快地推荐标签。我们展示了结合机器学习技术推荐好的标签的最佳特征提取方法。
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