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ORB: An efficient alternative to SIFT or SURF

Ethan Rublee,V. Rabaud,K. Konolige,Gary R. Bradski

2011 · DOI: 10.1109/ICCV.2011.6126544
Vision · 10,228 citations

TLDR

This paper proposes a very fast binary descriptor based on BRIEF, called ORB, which is rotation invariant and resistant to noise, and demonstrates through experiments how ORB is at two orders of magnitude faster than SIFT, while performing as well in many situations.