Selen Ayas

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Dictionary Learning

Forgery Detection

Sparse Representation

Wavelet Transform

Top Venues

Multim. Tools Appl.

Eng. Appl. Artif. Intell.

Publications

Elif Baykal Kablan, Selen Ayas
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models. Signal Image Video Process. 18 (8-9) (2024)
Enis Kara, Mustafa Sinasi Ayas, Selen Ayas
Analysis of CNN-LSTM Model Performance Under Targeted Adversarial Attacks in Water Treatment System. TSP (2024)
Elif Baykal Kablan, Selen Ayas
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis. Eng. Appl. Artif. Intell. 133 (2024)
Büsra Özgenç, Selen Ayas, Ramazan Özgür Dogan, Bora Çavdar, Ali Kivanç Sahin, Mustafa Sinasi Ayas
Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model. SIU (2023)
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images. SIU (2023)
Selen Ayas
Multiclass skin lesion classification in dermoscopic images using swin transformer model. Neural Comput. Appl. 35 (9) (2023)
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification. SIU (2023)
Selen Ayas, Mustafa Sinasi Ayas
A modified densenet approach with nearmiss for anomaly detection in industrial control systems. Multim. Tools Appl. 81 (16) (2022)
Mustafa Sinasi Ayas, Selen Ayas, Seddik M. Djouadi
Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System. TSP (2022)
Selen Ayas, Mustafa Sinasi Ayas
A novel bearing fault diagnosis method using deep residual learning network. Multim. Tools Appl. 81 (16) (2022)
Selen Ayas, Murat Ekinci
Microscopic image super resolution using deep convolutional neural networks. Multim. Tools Appl. 79 (21-22) (2020)
Selen Ayas, Murat Ekinci
Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation. Inf. Sci. 512 (2020)
Selen Ayas, Murat Ekinci
A novel sparse representation based super resolution approach using multi-scale and multi-directional feature descriptor. SIU (2018)
Selen Ayas, Esra Tunc Gormus, Murat Ekinci
An Efficient Pan Sharpening via Texture Based Dictionary Learning and Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (7) (2018)
Selen Ayas, Murat Ekinci
Single image super resolution based on sparse representation using discrete wavelet transform. Multim. Tools Appl. 77 (13) (2018)
Selen Ayas, Esra Tunc Gormus, Murat Ekinci
A novel pan sharpening method via sparse representation over learned dictionary. SIU (2018)
Selen Ayas, Esra Tunc Gormus, Murat Ekinci
Pan-sharpening based on sparse representation. SIU (2017)
Selen Ayas, Murat Ekinci
Learning Based Single Image Super Resolution Using Discrete Wavelet Transform. CAIP (2) (2017)
Beste Ustubioglu, Selen Ayas, Hulya Dogan, Güzin Ulutas
Image forgery detection based on Colour SIFT. SIU (2015)
Selen Ayas, Hulya Dogan, Eyüp Gedikli, Murat Ekinci
Microscopic image segmentation based on firefly algorithm for detection of tuberculosis bacteria. SIU (2015)