Hüseyin Yaşar

A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods

Hüseyin Yaşar, Murat Ceylan · Multimedia Tools and Applications · 2020 · 72 citations · Full text

A new deep learning pipeline to detect Covid-19 on chest X-ray images using local binary pattern, dual tree complex wavelet transform and convolutional neural networks

Hüseyin Yaşar, Murat Ceylan · Applied Intelligence · 2020 · 31 citations · Full text

A novel comparative study using multi-resolution transforms and convolutional neural network (CNN) for contactless palm print verification and identification

Fırat Hardalaç, Hüseyin Yaşar, Uğurhan Kutbay · Multimedia Tools and Applications · 2020 · 21 citations

Multi-resolution Transforms, Convolutional Neural Network, Image Analysis +9

A novel approach for automatic blood vessel extraction in retinal images: complex ripplet-I transform and complex valued artificial neural network

Murat Ceylan, Hüseyin Yaşar · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 2016 · 16 citations · Full text

Engineering, Retinal Images, Biomedical Engineering +24

Deep Learning–Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images

Hüseyin Yaşar, Murat Ceylan · Cognitive Computation · 2021 · 15 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +15