Irem Ülkü

According to our database, Irem Ülkü authored at least 10 papers between 2015 and 2024.

Collaborative distances:

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

2024

ResLMFFNet: a real-time semantic segmentation network for precision agriculture.

Irem Ülkü

J. Real Time Image Process., July, 2024

LoRA-NIR: Low-Rank Adaptation of Vision Transformers for Remote Sensing With Near-Infrared Imagery.

Irem Ülkü, Ö. Özgür Tanriöver, Erdem Akagündüz

IEEE Geosci. Remote. Sens. Lett., 2024

Near-Infrared and Low-Rank Adaptation of Vision Transformers in Remote Sensing.

Irem Ülkü, Ö. Özgür Tanriöver, Erdem Akagündüz

CoRR, 2024

2022

Deep Semantic Segmentation of Trees Using Multispectral Images.

Irem Ülkü, Erdem Akagündüz, Pedram Ghamisi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D Images.

Irem Ülkü, Erdem Akagündüz

Appl. Artif. Intell., 2022

Semantic segmentation of crop areas in remote sensing imagery using spectral indices and multiple channels.

Irem Ülkü, Erdem Akagündüz

Proceedings of the Fifteenth International Conference on Machine Vision, 2022

2019

Lossy Compressive Sensing Based on Online Dictionary Learning.

Irem Ülkü, Ersin Kizgut

Comput. Informatics, 2019

Comparison of single channel indices for U-Net based segmentation of vegetation in satellite images.

Irem Ülkü, Panagiotis Barmpoutis, Tania Stathaki, Erdem Akagündüz

Proceedings of the Twelfth International Conference on Machine Vision, 2019

2018

Large-scale hyperspectral image compression via sparse representations based on online learning.

Irem Ülkü, Ersin Kizgut

Int. J. Appl. Math. Comput. Sci., 2018

2015

Sparse coding of hyperspectral imagery using online learning.

Irem Ülkü, Behcet Ugur Töreyin

Signal Image Video Process., 2015