Selen Ayas

Multiclass skin lesion classification in dermoscopic images using swin transformer model

Selen Ayas · Neural Computing and Applications · 2022 · 70 citations

Dermoscopic Image, Image Analysis, Engineering +9

Random forest-based tuberculosis bacteria classification in images of ZN-stained sputum smear samples

Selen Ayas · Signal Image and Video Processing · 2014 · 57 citations

Pulmonary Tuberculosis, Image Analysis, Digital Pathology +7

SpectralSWIN: a spectral-swin transformer network for hyperspectral image classification

Selen Ayas, Esra Tunç Görmüş · International Journal of Remote Sensing · 2022 · 53 citations

Machine Vision, Image Analysis, Data Science +7

A novel bearing fault diagnosis method using deep residual learning network

Selen Ayas, Mustafa Şinasi Ayas · Multimedia Tools and Applications · 2022 · 45 citations

Fault Diagnosis, Engineering, Machine Learning +6

Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation

Selen Ayas · Information Sciences · 2019 · 37 citations

Super-resolution Imaging, Sparse Representation, Image Analysis +9