EITZ Sketch-Based Image Retrieval

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EITZ Sketch-Based Image Retrieval

We introduce a benchmark for evaluating the performance of large scale sketch-based image retrieval systems. The necessary data is acquired in a controlled user study where subjects rate how well given sketch/image pairs match. We suggest how to use the data for evaluating the performance of sketch-based image retrieval systems. The benchmark data as well as the large image database are made publicly available for further studies of this type. Furthermore, we develop new descriptors based on the bag-of-features approach and use the benchmark to demonstrate that they significantly outperform other descriptors in the literature.

Dataset Attributes

Label SVG
CategoriesShape, Matching, Retrieval, Partial, Sketch