| Emotion recognition in the wild using deep neural networks and Bayesian classifiers L Surace, M Patacchiola, E Battini Sönmez, W Spataro, A Cangelosi Proceedings of the 19th ACM international conference on multimodal …, 2017 | 61 | 2017 |
| Fine-Grained Food Classification Methods on the UEC FOOD-100 Database OB Berker Arslan , Sefer Memis , Elena Battini Sonmez IEEE Transactions on Artificial Intelligence 3 (2), 238-243, 2021 | 42 | 2021 |
| Attention mechanism and mixup data augmentation for classification of COVID-19 Computed Tomography images Ö Özdemir, EB Sönmez Journal of King Saud University-Computer and Information Sciences 34 (8 …, 2022 | 30 | 2022 |
| Weighted cross-entropy for unbalanced data with application on covid x-ray images Ö Özdemir, EB Sönmez 2020 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-6, 2020 | 29 | 2020 |
| Object detection in shelf images with YOLO CG Melek, EB Sonmez, S Albayrak IEEE EUROCON 2019-18th International Conference on Smart Technologies, 1-5, 2019 | 24 | 2019 |
| A survey of product recognition in shelf images CG Melek, EB Sonmez, S Albayrak 2017 International conference on computer science and engineering (UBMK …, 2017 | 18 | 2017 |
| A comparative study of deep learning methods on food classification problem S Memiş, B Arslan, OZ Batur, EB Sönmez 2020 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-4, 2020 | 17 | 2020 |
| Avuç izi ve parmak izine dayalı bir biyometrik tanıma sistemi EB Sönmez, NÖ Özbek, Ö Özbek Akademik Bilişim Konferansları, 2007 | 16 | 2007 |
| Fake image detection using DCT and local binary pattern A Kunbaz, S Saghir, M Arar, EB Sönmez 2019 Ninth International Conference on Image Processing Theory, Tools and …, 2019 | 11 | 2019 |
| Convolutional neural networks with balanced batches for facial expressions recognition EB Sönmez, A Cangelosi Ninth International Conference on Machine Vision (ICMV 2016) 10341, 95-100, 2017 | 11 | 2017 |
| A facial component-based system for emotion classification E SÖNMEZ, S Albayrak Turkish Journal of Electrical Engineering and Computer Sciences 24 (3), 1663 …, 2016 | 11 | 2016 |
| The segmented UEC Food-100 dataset with benchmark experiment on food detection BAOZB E. Battini Sönmez, S. Memiş Multimedia System, 2023 | 10 | 2023 |
| Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review CG Melek, EB Sönmez, S Varlı Engineering Applications of Artificial Intelligence 133, 108452, 2024 | 9 | 2024 |
| Image captioning in Turkish language: Database and model T Yıldız, EB Sönmez, BD Yılmaz, AE Demir Journal of the Faculty of Engineering and Architecture of Gazi University 35 …, 2020 | 9 | 2020 |
| An automatic multilevel facial expression recognition system EB Sönmez Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 22 (1), 160-165, 2018 | 7 | 2018 |
| Image Captioning in Turkish Language BD Yılmaz, AE Demir, EB Sönmez, T Yıldız 2019 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-5, 2020 | 6 | 2020 |
| Critical parameters of the sparse representation‐based classifier E Battini Sonmez, S Albayrak IET Computer Vision 7 (6), 500-507, 2013 | 6 | 2013 |
| A complete human verified Turkish caption dataset for MS COCO and performance evaluation with well-known image caption models trained against it SB Golech, SB Karacan, EB Sönmez, H Ayral 2022 International Conference on Electrical, Computer, Communications and …, 2022 | 4 | 2022 |
| Türkçe dilinde görüntü altyazısı: veritabanı ve model EB SONMEZ, T YILDIZ, BD YILMAZ, AE Demir Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 35 (4), 2089-2100, 2020 | 4 | 2020 |
| A computational study on aging effect for facial expression recognition E SÖNMEZ Turkish Journal of Electrical Engineering and Computer Sciences 27 (4), 2430 …, 2019 | 4 | 2019 |
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