Image Retrieval Method Using Top-surf Descriptor

Details Image Retrieval Method Using Top-surf Descriptor Image Retrieval Method Using Top-surf Descriptor

2011-04-04

arxiv.org/abs/1104.0579v1

Computer Science

Computer Vision and Pattern Recognition

Scientific paper

This report presents the results and details of a content-based image retrieval project using the Top-surf descriptor. The experimental results are preliminary, however, it shows the capability of deducing objects from parts of the objects or from the objects that are similar. This paper uses a dataset consisting of 1200 images of which 800 images are equally divided into 8 categories, namely airplane, beach, motorbike, forest, elephants, horses, bus and building, while the other 400 images are randomly picked from the Internet. The best results achieved are from building category.

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