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ORB pazīmju deskriptors

ORB (Oriented FAST and Rotated BRIEF) apvieno FAST stūru detektoru ar BRIEF bināro deskriptoru, lai radītu ātru, pret rotāciju invariantu pazīmju detektoru un deskriptoru. Rublee et al. 2011. gadā ieviestais ORB ir izstrādāts kā bezmaksas, efektīva alternatīva patentētām metodēm, piemēram, SIFT un SURF, padarot to ideāli piemērotu reāllaika un resursu ierobežotiem lietojumiem.

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Avoti

  1. Rublee, E., Rabaud, V., Konolige, K., & Bradski, G. (2011). ORB: An efficient alternative to SIFT or SURF. International Conference on Computer Vision (ICCV), 2564–2571. DOI: 10.1109/ICCV.2011.6126544
  2. Rosten, E., & Drummond, T. (2006). Machine learning for high-speed corner detection. European Conference on Computer Vision (ECCV), 430–443. DOI: 10.1007/11744023_34

Kā citēt šo lapu

ScholarGate. (2026, June 3). Oriented FAST and Rotated BRIEF (ORB) Feature Descriptor. ScholarGate. https://scholargate.app/lv/computer-vision/orb-feature-descriptor

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ScholarGateORB Feature Descriptor (Oriented FAST and Rotated BRIEF (ORB) Feature Descriptor). Izgūts 2026-06-15 no https://scholargate.app/lv/computer-vision/orb-feature-descriptor · Datu kopa: https://doi.org/10.5281/zenodo.20539026