Berkan Demirel

According to our database, Berkan Demirel authored at least 24 papers between 2016 and 2024.

Collaborative distances:

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

2024

Cyber Intrusion Detection Using Shallow Neural Network with Generalized Attack-Sharing Loss.

Muhammed Cihat Ünal, Alper Karamanlioglu, Ismail Karakaya, Berkan Demirel

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

The Impact of Fine-Tuning in Embedding Models on Query-Dependent Retrieval Performance.

Berkin Alkan, Onur Özcan, Yahya Bahadir Karatas, Muhammed Cihat Ünal, Oguz Kolukisa, Ismail Karakaya, Alper Karamanlioglu, Berkan Demirel

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

Object detection with minimal supervision (Asgari denetim ile nesne tespiti)

Berkan Demirel

PhD thesis, 2023

Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection.

Berkan Demirel, Orhun Bugra Baran, Ramazan Gokberk Cinbis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Caption generation on scenes with seen and unseen object categories.

Berkan Demirel, Ramazan Gokberk Cinbis

Image Vis. Comput., 2022

2021

Detection and Captioning with Unseen Object Classes.

Berkan Demirel, Ramazan Gokberk Cinbis

CoRR, 2021

Importance of Image Enhancement Methods for Fingerprint Recognition.

Anil Osman Tur, Berkay Selbes, Halil Ibrahim Öztürk, Ismail Karakaya, Berkan Demirel

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

HVLSeg: An Ensemble Model for Instance Segmentation on Satellite Images.

Ismail Karakaya, Berkan Demirel, Orkun Öztörk, Murat Bal, Emre Baseski

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Segmentation-Aware Hyperspectral Image Classification.

Berkan Demirel, Omer Ozdil, Yunus Emre Esin, Safak Ozturk

CoRR, 2019

Hyperspectral Target Detection Using Long Short-Term Memory and Spectral Angle Mapper.

Berkan Demirel, Omer Özdil, Yunus Emre Esin, Safak Öztürk

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Comparison of Target Detection Performance for Radiance and Reflectance Domain in VNIR Hyperspectral Images.

Omer Ozdil, Ahmet Gunes, Yunus Emre Esin, Berkan Demirel, Safak Ozturk

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Learning Visually Consistent Label Embeddings for Zero-Shot Learning.

Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Image Captioning with Unseen Objects.

Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Importance Of Band Selection For Ethene And Methanol Gas Detection In Hyperspectral Imagery.

Safak Ozturk, Yunus Emre Esin, Yusuf Artan, Omer Ozdil, Berkan Demirel

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

4-Stage Target Detection Approach In Hyperspectral Images.

Omer Ozdil, Ahmet Gunes, Yunus Emre Esin, Safak Ozturk, Berkan Demirel

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

SPARK detection with thermal camera.

Omer Ozdil, Berkan Demirel, Yunus Emre Esin, Safak Ozturk

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

Registration of push broom hyperspectral camera aerial images.

Yunus Emre Esin, Safak Ozturk, Ömer Özdil, Berkan Demirel

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

Representative Signature Generation for Plant Detection in Hyperspectral Images.

Omer Ozdil, Yunus Emre Esin, Berkan Demirel, Safak Ozturk

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Zero-Shot Object Detection by Hybrid Region Embedding.

Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Forming representative signature for vegetation detection in hyperspectral images.

Ömer Özdil, Yunus Emre Esin, Berkan Demirel

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

Vegetation detection with spatial segmentation and spectral indices.

Berkan Demirel, Yunus Emre Esin, Ömer Özdil

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

Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning.

Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Hyperspectral image segmentation based on spatial model.

Berkan Demirel, Ömer Özdil, Yunus Emre Esin

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Visual Saliency Estimation via Attribute Based Classifiers and Conditional Random Field.

Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016