| Description (include details on usage, files and paper references) | The Compact Descriptors for Visual Search Patches Dataset (CDVS) is a dataset comprised of pairwise image patches. MPEG is a standard titled Compact Descriptors for Visual Search for descriptor extraction and compression. In this work, we develop comprehensive patch-level experiments for a direct comparison of low bitrate descriptors for visual search. For evaluating different compression schemes, we propose a dataset of matching pairs of image patches from the MPEG-CDVS image-level datasets.
Contributors:
Institute for Infocomm Research: V. Chandrasekhar
Microsoft: G. Takacs
Stanford: D. Chen, S. Tsai, B. Girod
Qualcomm: M. Makar
V. Chandrasekhar, G. Takacs, D. Chen, S. Tsai, M. Makar, and B. Girod, Feature matching performance of compact descriptors for visual search, IEEE Data Compression Conference (DCC), March 2014.
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