Selen Ayas

Orcid: 0000-0002-8226-2359

Affiliations:
  • Karadeniz Technical University, Trabzon, Turkey


According to our database1, Selen Ayas authored at least 21 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models.
Signal Image Video Process., September, 2024

StainSWIN: Vision transformer-based stain normalization for histopathology image analysis.
Eng. Appl. Artif. Intell., 2024

Analysis of CNN-LSTM Model Performance Under Targeted Adversarial Attacks in Water Treatment System.
Proceedings of the 47th International Conference on Telecommunications and Signal Processing, 2024

2023
Multiclass skin lesion classification in dermoscopic images using swin transformer model.
Neural Comput. Appl., March, 2023

Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Performance Comparison of Vision Transformer-Based Models in Medical Image Classification.
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.
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.
Multim. Tools Appl., 2022

A novel bearing fault diagnosis method using deep residual learning network.
Multim. Tools Appl., 2022

Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System.
Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

2020
Microscopic image super resolution using deep convolutional neural networks.
Multim. Tools Appl., 2020

Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation.
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)
PhD thesis, 2019

2018
An Efficient Pan Sharpening via Texture Based Dictionary Learning and Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Single image super resolution based on sparse representation using discrete wavelet transform.
Multim. Tools Appl., 2018

A novel pan sharpening method via sparse representation over learned dictionary.
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.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
Pan-sharpening based on sparse representation.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Learning Based Single Image Super Resolution Using Discrete Wavelet Transform.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2015
Image forgery detection based on Colour SIFT.
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.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015


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