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2020 – today
- 2024
[c20]Berkin Alkan, Onur Özcan, Yahya Bahadir Karatas, Muhammed Cihat Ünal, Oguz Kolukisa, Ismail Karakaya, Alper Karamanlioglu, Berkan Demirel:
The Impact of Fine-Tuning in Embedding Models on Query-Dependent Retrieval Performance. SIU 2024: 1-4- [c19]Muhammed Cihat Ünal, Alper Karamanlioglu, Ismail Karakaya, Berkan Demirel:
Cyber Intrusion Detection Using Shallow Neural Network with Generalized Attack-Sharing Loss. SIU 2024: 1-4 - 2023
- [b1]Berkan Demirel:
Object detection with minimal supervision (Asgari denetim ile nesne tespiti). Middle East Technical University, Turkey, 2023 - [c18]Berkan Demirel, Orhun Bugra Baran, Ramazan Gokberk Cinbis:
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection. CVPR 2023: 7339-7349 - [i7]Berkan Demirel, Orhun Bugra Baran, Ramazan Gokberk Cinbis:
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection. CoRR abs/2304.12161 (2023) - 2022
- [j1]Berkan Demirel
, Ramazan Gokberk Cinbis:
Caption generation on scenes with seen and unseen object categories. Image Vis. Comput. 124: 104515 (2022) - 2021
- [c17]Anil Osman Tur, Berkay Selbes, Halil Ibrahim Öztürk, Ismail Karakaya, Berkan Demirel:
Importance of Image Enhancement Methods for Fingerprint Recognition. SIU 2021: 1-4 - [i6]Berkan Demirel, Ramazan Gokberk Cinbis:
Detection and Captioning with Unseen Object Classes. CoRR abs/2108.06165 (2021) - 2020
- [c16]Ismail Karakaya, Berkan Demirel, Orkun Öztörk, Murat Bal, Emre Baseski:
HVLSeg: An Ensemble Model for Instance Segmentation on Satellite Images. SIU 2020: 1-4
2010 – 2019
- 2019
- [c15]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Image Captioning with Unseen Objects. BMVC 2019: 146 - [c14]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Learning Visually Consistent Label Embeddings for Zero-Shot Learning. ICIP 2019: 3656-3660 - [c13]Omer Ozdil, Ahmet Gunes, Yunus Emre Esin, Berkan Demirel, Safak Ozturk:
Comparison of Target Detection Performance for Radiance and Reflectance Domain in VNIR Hyperspectral Images. IGARSS 2019: 2186-2189 - [c12]Berkan Demirel, Omer Özdil, Yunus Emre Esin, Safak Öztürk:
Hyperspectral Target Detection Using Long Short-Term Memory and Spectral Angle Mapper. SIU 2019: 1-4 - [i5]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Learning Visually Consistent Label Embeddings for Zero-Shot Learning. CoRR abs/1905.06764 (2019) - [i4]Berkan Demirel, Omer Ozdil, Yunus Emre Esin, Safak Ozturk:
Segmentation-Aware Hyperspectral Image Classification. CoRR abs/1905.09211 (2019) - [i3]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Image Captioning with Unseen Objects. CoRR abs/1908.00047 (2019) - 2018
- [c11]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Zero-Shot Object Detection by Hybrid Region Embedding. BMVC 2018: 56 - [c10]Omer Ozdil, Yunus Emre Esin, Berkan Demirel, Safak Ozturk:
Representative Signature Generation for Plant Detection in Hyperspectral Images. IGARSS 2018: 2709-2712 - [c9]Yunus Emre Esin, Safak Ozturk, Ömer Özdil, Berkan Demirel:
Registration of push broom hyperspectral camera aerial images. SIU 2018: 1-4 - [c8]Omer Ozdil, Berkan Demirel, Yunus Emre Esin, Safak Ozturk:
SPARK detection with thermal camera. SIU 2018: 1-4 - [c7]Omer Ozdil, Ahmet Gunes, Yunus Emre Esin, Safak Ozturk, Berkan Demirel:
4-Stage Target Detection Approach In Hyperspectral Images. WHISPERS 2018: 1-5 - [c6]Safak Ozturk, Yunus Emre Esin, Yusuf Artan, Omer Ozdil, Berkan Demirel:
Importance Of Band Selection For Ethene And Methanol Gas Detection In Hyperspectral Imagery. WHISPERS 2018: 1-4 - [i2]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Zero-Shot Object Detection by Hybrid Region Embedding. CoRR abs/1805.06157 (2018) - 2017
- [c5]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning. ICCV 2017: 1241-1250 - [c4]Berkan Demirel, Yunus Emre Esin, Ömer Özdil:
Vegetation detection with spatial segmentation and spectral indices. SIU 2017: 1-4 - [c3]Ömer Özdil, Yunus Emre Esin, Berkan Demirel:
Forming representative signature for vegetation detection in hyperspectral images. SIU 2017: 1-4 - [i1]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning. CoRR abs/1705.01734 (2017) - 2016
- [c2]Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Visual Saliency Estimation via Attribute Based Classifiers and Conditional Random Field. SIU 2016: 861-864 - [c1]Berkan Demirel, Ömer Özdil, Yunus Emre Esin:
Hyperspectral image segmentation based on spatial model. SIU 2016: 1249-1252
Coauthor Index
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