Abstract

Sualtı Nesnelerinin Sınıflandırılmasında Zaman Serisi Görüntü Dönüşümü Yöntemlerinin Yeni Bir Yaklaşımı ve Uygulaması

Highlights

  • Sonar is used to determine the size, distance, direction, and other object features using sound waves

  • Sonar systems were initially developed for naval warfare, today they are used in many essential areas with the purpose of oil and mineral exploration, seafloor mapping, detection of fish shoals, measurement of waves and currents, detection of sunken ships, drowned and submerged people, wreckage such as aircraft and underwater search and rescue purposes in many essential areas [2]

  • This study proposes a new method for the binary classification problem using a dataset containing sonar signal data obtained using cylindrical mines and cylindrical rocks similar in shape and size to mines [9]

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Summary

Gazi Mühendislik Bilimleri Dergisi

Aybuke CIVRIZOGLU BUZ*,a , Mustafa Umut DEMIREZENb, ,Uraz YAVANOGLUc, a,* HAVELSAN Command Control and Defense Technologies,06510,Ankara, Turkey. B ROKETSAN Artificial Intelligence and Technology Management, 06780, Ankara, Turkey. C Gazi University, Faculty of Engineering,Department of Computer Engineering, 06570, Ankara, Turkey

MAKALE BİLGİSİ
RP MTF GADF
Findings
Units in a Layered Network Trained to Classify Sonar

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