Umut Ozkaya

According to our database, Umut Ozkaya authored at least 18 papers between 2018 and 2024.

Collaborative distances:

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

2024

Sugar beet farming goes high-tech: a method for automated weed detection using machine learning and deep learning in precision agriculture.

Fatma Nur Ortatas, Umut Ozkaya, Muhammet Emin Sahin, Hasan Ulutas

Neural Comput. Appl., 2024

2023

An Efficient Unicode encoded in UTF-16 text cryptography based on the AES algorithm.

Sushmit Jahan Rose, Umut Ozkaya, Sabina Yasmin, Suraiya Jabin, Robiul Hasan, Elias Kabir

IACR Cryptol. ePrint Arch., 2023

Deep Learning For Classification Of Chest X-Ray Images (Covid 19).

Benbakreti Samir, Said Mwanahija, Benbakreti Soumia, Umut Özkaya

CoRR, 2023

2021

Determination of the Amount of Grain in Silos With Deep Learning Methods Based on Radar Spectrogram Data.

Hüseyin Duysak, Umut Ozkaya, Enes Yigit

IEEE Trans. Instrum. Meas., 2021

Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit.

Enes Yigit, Umut Özkaya, Saban Öztürk, Dilbag Singh, Hassène Gritli

Mob. Inf. Syst., 2021

Residual LSTM layered CNN for classification of gastrointestinal tract diseases.

Saban Öztürk, Umut Özkaya

J. Biomed. Informatics, 2021

Classification of Coronavirus (COVID-19) from X-ray and CT images using shrunken features.

Saban Öztürk, Umut Özkaya, Mücahid Barstugan

Int. J. Imaging Syst. Technol., 2021

Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP.

Saban Öztürk, Enes Yigit, Umut Ozkaya

CoRR, 2021

Coronavirus (Covid-19) Classification Using CT Images by Machine Learning Methods.

Mücahid Barstugan, Umut Ozkaya, Saban Öztürk

Proceedings of the 4th International Conference on Recent Trends and Applications in Computer Science and Information Technology, Tirana, Albania, May 21st - to, 2021

2020

Gastrointestinal tract classification using improved LSTM based CNN.

Saban Öztürk, Umut Özkaya

Multim. Tools Appl., 2020

Skin Lesion Segmentation with Improved Convolutional Neural Network.

Saban Öztürk, Umut Özkaya

J. Digit. Imaging, 2020

Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines.

Umut Özkaya, Saban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat

CoRR, 2020

Grain Surface Classification via Machine Learning Methods.

Hüseyin Duysak, Umut Özkaya, Enes Yigit

CoRR, 2020

Automatic Target Recognition (ATR) from SAR Imaginary by Using Machine Learning Techniques.

Umut Özkaya

CoRR, 2020

Coronavirus (COVID-19) Classification using Deep Features Fusion and Ranking Technique.

Umut Ozkaya, Saban Öztürk, Mücahid Barstugan

CoRR, 2020

2019

Fine-Tuning Models Comparisons on Garbage Classification for Recyclability.

Umut Ozkaya, Levent Seyfi

CoRR, 2019

2018

Deep dictionary learning application in GPR B-scan images.

Umut Ozkaya, Levent Seyfi

Signal Image Video Process., 2018

A comparative study on parameters of leaf-shaped patch antenna using hybrid artificial intelligence network models.

Umut Ozkaya, Levent Seyfi

Neural Comput. Appl., 2018