Selen Ayas

According to our database, Selen Ayas authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

StainSWIN: Vision transformer-based stain normalization for histopathology image analysis.

Elif Baykal Kablan, Selen Ayas

Eng. Appl. Artif. Intell., 2024

2023

Multiclass skin lesion classification in dermoscopic images using swin transformer model.

Selen Ayas

Neural Comput. Appl., March, 2023

Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model.

Büsra Özgenç, Selen Ayas, Ramazan Özgür Dogan, Bora Çavdar, Ali Kivanç Sahin, Mustafa Sinasi Ayas

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Performance Comparison of Vision Transformer-Based Models in Medical Image Classification.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022

A modified densenet approach with nearmiss for anomaly detection in industrial control systems.

Selen Ayas, Mustafa Sinasi Ayas

Multim. Tools Appl., 2022

A novel bearing fault diagnosis method using deep residual learning network.

Selen Ayas, Mustafa Sinasi Ayas

Multim. Tools Appl., 2022

Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System.

Mustafa Sinasi Ayas, Selen Ayas, Seddik M. Djouadi

Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

2020

Microscopic image super resolution using deep convolutional neural networks.

Selen Ayas, Murat Ekinci

Multim. Tools Appl., 2020

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

Selen Ayas, Murat Ekinci

Inf. Sci., 2020

2019

Öğrenme tabanlı tek görüntü süper çözünürlüğü yaklaşımlarının geliştirilmesi ve uygulanması (Development and implementation of learning based single image super resolution approaches)

Selen Ayas

PhD thesis, 2019

2018

An Efficient Pan Sharpening via Texture Based Dictionary Learning and Sparse Representation.

Selen Ayas, Esra Tunc Gormus, Murat Ekinci

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Single image super resolution based on sparse representation using discrete wavelet transform.

Selen Ayas, Murat Ekinci

Multim. Tools Appl., 2018

A novel pan sharpening method via sparse representation over learned dictionary.

Selen Ayas, Esra Tunc Gormus, Murat Ekinci

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A novel sparse representation based super resolution approach using multi-scale and multi-directional feature descriptor.

Selen Ayas, Murat Ekinci

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Pan-sharpening based on sparse representation.

Selen Ayas, Esra Tunc Gormus, Murat Ekinci

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Learning Based Single Image Super Resolution Using Discrete Wavelet Transform.

Selen Ayas, Murat Ekinci

Proceedings of the Computer Analysis of Images and Patterns, 2017

2015

Image forgery detection based on Colour SIFT.

Beste Ustubioglu, Selen Ayas, Hulya Dogan, Güzin Ulutas

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Microscopic image segmentation based on firefly algorithm for detection of tuberculosis bacteria.

Selen Ayas, Hulya Dogan, Eyüp Gedikli, Murat Ekinci

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015