Compact and Low-Complexity Binary Feature Descriptor and Fisher Vectors for Video Analytics

In this paper, we propose a compact and low-complexity binary feature descriptor for video analytics. Our binary descriptor encodes the motion information of a spatio-temporal support region into a low-dimensional binary string. The descriptor is based on a binning strategy and a construction that b...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 28(2019), 12 vom: 28. Dez., Seite 6169-6184
1. Verfasser: Leyva, Roberto (VerfasserIn)
Weitere Verfasser: Sanchez, Victor, Li, Chang-Tsun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article