Tuberculosis bacilli detection in Ziehl-Neelsen-stained tissue using affine moment invariants and extreme learning machine

This paper describes an approach to automate the detection and classification of tuberculosis (TB) bacilli in tissue section using image processing technique and feedforward neural network trained by Extreme Learning Machine. It aims to assist pathologists in TB diagnosis and give an alternative to...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Proceedings - 2011 IEEE 7th International Colloquium on Signal Processing and Its Applications, CSPA 2011
المؤلف الرئيسي: Osman M.K.; Mashor M.Y.; Jaafar H.
التنسيق: Conference paper
اللغة:English
منشور في: 2011
الوصول للمادة أونلاين:https://www.scopus.com/inward/record.uri?eid=2-s2.0-79957501907&doi=10.1109%2fCSPA.2011.5759878&partnerID=40&md5=1308ddd81679733a8c3e0f773b216328