Image classification for digital archive management

Authors:
Cheng-Hung Li;Chih-Yi Chiu;Hsiang-An Wang
Affiliations:
Institute of Information Science, Academia Sinica, Taipei, Taiwan;Institute of Information Science, Academia Sinica, Taipei, Taiwan;Institute of Information Science, Academia Sinica, Taipei, Taiwan
Venue:
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Year:
2005

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Abstract

As tools and systems for producing and disseminating image data have improved significantly in recent years, the volume of digital images has grown rapidly. An efficient mechanism for managing such images in a digital archive system is therefore needed. In this study, we propose an image classification technique that meets this need. The technique can be employed to annotate and verify image categories when gathering images. The proposed method segments each image into non-overlapping blocks from which color and texture features can be extracted. Support Vector Machine (SVM) classifiers are then applied to train and classify the images. Our experimental results show that the proposed classification mechanism is feasible for digital archive management systems.