Ship Classification with High Range Resolution Radar

Ergun O., Sarikaya T. B., SOYSAL G., EFE M.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu.2018.8404246
  • Basıldığı Şehir: İzmir
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: high resolution range profile, ship classification, feature extraction, supervised classification, TARGET RECOGNITION
  • Ankara Üniversitesi Adresli: Evet

Özet

In this study, the classification problem of the ships that near field of the radar is researched. For this classification process, two dimensional high resolution range profiles obtained from radar simulator are used. In this scope the features extracted from image data that obtained from radar near field and classification success of different classifiers are presented.