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...
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 |
مواد مشابهة
-
Segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images based on K-mean clustering procedure
بواسطة: Osman M.K.; Mashor M.Y.; Saad Z.; Jaafar H.
منشور في: (2010) -
Detection of mycobacterium tuberculosis in Ziehl-Neelsen stained tissue images using Zernike moments and hybrid multilayered perceptron network
بواسطة: Osman M.K.; Mashor M.Y.; Jaafar H.
منشور في: (2010) -
Colour image segmentation of tuberculosis bacilli in Ziehl-Neelsen-stained tissue images using moving k-mean clustering procedure
بواسطة: Osman M.K.; Saad Z.; Mashor M.Y.; Jaafar H.
منشور في: (2010) -
A genetic algorithm-neural network approach for mycobacterium tuberculosis detection in Ziehl-Neelsen stained tissue slide images
بواسطة: Osman M.K.; Ahmad F.; Saad Z.; Mashor M.Y.; Jaafar H.
منشور في: (2010) -
Detection of tuberculosis bacilli in tissue slide images using HMLP network trained by Extreme Learning Machine
بواسطة: Osman M.K.; Mashor M.Y.; Jaafar H.
منشور في: (2012)