RGB-D Visual Search with Compact Binary CodesDownload PDFOpen Website

Published: 01 Jan 2015, Last Modified: 29 Jan 20243DV 2015Readers: Everyone
Abstract: As integration of depth sensing into mobile devices is likely forthcoming, we investigate on merging appearance and shape information for mobile visual search. Accordingly, we propose an RGB-D search engine architecture that can attain high recognition rates with peculiarly moderate bandwidth requirements. Our experiments include a comparison to the CDVS (Compact Descriptors for Visual Search) pipeline, candidate to become part of the MPEG-7 standard, and contribute to elucidate on the merits and limitations of joint deployment of depth and color in mobile visual search.
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