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Uzamsal ve spektral öznitelik birleşimi ile logo tanima

  • Anadolu University
  • ETGB Teknoparki

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

2 Atıf (Scopus)

Özet

Machine vision based logo and trademark recognition, is one of the most efficient and widely used method to measure brand awareness on internet and social media. Similarity of logos geometric structure, difference pose and lighting conditions are the leading factors that makes the recognition task tedious. For this reason, different image descriptors have been used to extract the same information under various conditions. In this work, we examine fusion of image descriptors which obtained by extracting data from spectral and spatial domains independently. thereby features extracted from various domains targeted to form non-overlapping distinctive feature vectors. As spectral and spatial features we used GIST and FHOG descriptors. Experimental results held on the latest dataset Logos-32plus. Quantitative evaluation shows that our method have higher accuracy rates against the state of the art method.

Tercüme edilen katkı başlığıLogo recognition via fusion of spatial and spectral features
Orijinal dilTürkçe
Ana bilgisayar yayını başlığı26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
Sayfalar1-4
Sayfa sayısı4
ISBN (Elektronik)9781538615010
DOI'lar
Yayın durumuYayınlandı - 5 Tem 2018
Harici olarak yayınlandıEvet
Etkinlik26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 - Izmir, Türkiye
Süre: 2 May 20185 May 2018

Yayın serisi

Adı26th IEEE Signal Processing and Communications Applications Conference, SIU 2018

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???event.eventtypes.event.conference???26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
Ülke/BölgeTürkiye
ŞehirIzmir
Periyot2/05/185/05/18

Bibliyografik not

Publisher Copyright:
© 2018 IEEE.

Keywords

  • FHOG
  • Feature Fusion
  • GIST
  • Logo recognition

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