MOBIL: A Moments based Local Binary Descriptor

Abstract : In this paper, we propose an efficient, and fast binary descriptor, called MOBIL (MOments based BInary differences for Local description), which compares not just the intensity, but also subregions geometric proprieties by employing moments. This approach offers high distinctiveness against affine transformations and appearance changes. The experimental evaluation shows that MOBIL achieves a quite good performance in term of low computation complexity and high recognition rate compared to state-of-the-art real-time local descriptors.
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Abdelkader Bellarbi, Samir Otmane, Nadia Zenati, Samir Benbelkacem. MOBIL: A Moments based Local Binary Descriptor. 13th IEEE International Symposium on Mixed and Augmented Reality (ISMAR 2014), Sep 2014, Munich, Germany. pp.251--252, ⟨10.1109/ISMAR.2014.6948435⟩. ⟨hal-01079269⟩

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