Automatic Detection and Classification of Non Metallic Inclusions in Steel via Image Processing
Yükleniyor...
Tarih
2014
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ieee
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Non-metallic chemical components (silicate, sulfide, alumina, globular oxide) originated from production process cause inclusions in steel. These inclusions are one of the important factors that directly affect quality of steel. Before raw steel is used, the detection and classification of the inclusions according to international standards ASTM E45 will prevent faults that may occur during or after production. In this paper, an accurate, fast and reliable image processing based system that automatically detects and classifies non metallic inclusions in steel according to ASTM E45 standards is developed. The system is tested for detection and classification of Type A inclusions and successful results are obtained.
Açıklama
22nd IEEE Signal Processing and Communications Applications Conference (SIU) -- APR 23-25, 2014 -- Karadeniz Teknik Univ, Trabzon, TURKEY
Anahtar Kelimeler
Image processing, steel inclusion analysis, ASTM E45
Kaynak
2014 22Nd Signal Processing And Communications Applications Conference (Siu)
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
Sayı
Künye
closedAccess
