Dr. Muhammad A. Ashraf
Associate Professor at Quaid-I-Azam Univ
SPIE Involvement:
Author
Publications (2)

SPIE Journal Paper | 9 September 2019 Open Access
Afsah Saleem, Muhammad Naeem Bhatti, Muhammad Ashraf, Muhammad Zia, Hasan Mehmood
JMI, Vol. 6, Issue 03, 039802, (September 2019) https://doi.org/10.1117/12.10.1117/1.JMI.6.3.039802
KEYWORDS: Image segmentation, Skin cancer, Image classification, Classification systems, Medical imaging, Imaging systems, Electronics

SPIE Journal Paper | 6 August 2019
Afsah Saleem, Muhammad Naeem Bhatti, Muhammad Ashraf, Muhammad Zia, Hasan Mahmood
JMI, Vol. 6, Issue 03, 034501, (August 2019) https://doi.org/10.1117/12.10.1117/1.JMI.6.3.034501
KEYWORDS: Image segmentation, Skin, Melanoma, Feature extraction, Image filtering, Photography, Image classification, RGB color model, Visualization, Binary data

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