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Elena Battini Sönmez

Observed names: Battini Sönmez, Elena, E Sonmez, Elena BATTINI SÖNMEZ, Elena BATTİNİ SONMEZ, Elena Battini Sonmez, Elena Battini Sőnmez, Elena SÖNMEZ, Sonmez, Elena Battini
Observed institution: Istanbul Bilgi University
ORCID: 0000-0003-0090-984X
Observed ORCID: 0000-0003-0090-984X
OpenAlex ID: A5001206166
Fine-Grained Food Classification Methods on the UEC FOOD-100 Database
2021 · Berker Arslan, Sefer Memiş, et al. · IEEE Transactions on Artificial Intelligence · 63
Emotion recognition in the wild using deep neural networks and Bayesian classifiers
2017 · Luca Surace, Massimiliano Patacchiola, et al. · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · 61
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Weighted Cross-Entropy for Unbalanced Data with Application on COVID X-ray images
2020 · Ozgur Ozdemir, Elena Battini Sonmez · Innovations in Intelligent Systems and Applications Conference (ASYU) · 41
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Attention mechanism and mixup data augmentation for classification of COVID-19 Computed Tomography images
2021 · Özgür Özdemir, Elena Battini Sönmez · Journal of King Saud University - Computer and Information Sciences · 40
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Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review
2024 · Ceren Gülra Melek, Elena Battini Sönmez, et al. · Engineering Applications of Artificial Intelligence · 27
Object Detection in Shelf Images with YOLO
2019 · Ceren Gulra Melek, Elena Battini Sonmez, et al. · IEEE EUROCON - International Conference on Computer as a Tool (EUROCON) · 22
A Comparative Study of Deep Learning Methods on Food Classification Problem
2020 · Sefer Memis, Berker Arslan, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 18
The segmented UEC Food-100 dataset with benchmark experiment on food detection
2023 · Elena Battini Sönmez, Sefer Memiş, et al. · Multimedia Systems · 17
A survey of product recognition in shelf images
2017 · Ceren Gulra Melek, Elena Battini Sonmez, et al. · International Conference on Computer Science and Engineering (UBMK) · 17
Fake Image Detection Using DCT and Local Binary Pattern
2019 · Ayah Kunbaz, Souzi Saghir, et al. · International Conference on Image Processing Theory, Tools and Applications (IPTA) · 12
Convolutional neural networks with balanced batches for facial expressions recognition
2017 · Elena Battini Sönmez, Angelo Cangelosi · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 11
Image Captioning in Turkish Language
2019 · Berk Dursun Yilmaz, Ali Emre Demir, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 9
Artificial Intelligence Contribution to Art-Therapy using Drawings of the House-Person-Tree Test
2023 · Ahmet Atakan Salar, Hajar Faiyad, et al. · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · 8
Türkçe dilinde görüntü altyazısı: veritabanı ve model
2020 · Elena BATTİNİ SONMEZ, Tuğba YILDIZ, et al. · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi · 8
A facial component-based system for emotion classification
2016 · Elena SÖNMEZ, Songül ALBAYRAK · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 8
A complete human verified Turkish caption dataset for MS COCO and performance evaluation with well-known image caption models trained against it
2022 · Sina Berk Golech, Saltuk Bugra Karacan, et al. · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · 7
Development of a Hybrid Method for Multi-Stage End-to-End Recognition of Grocery Products in Shelf Images
2022 · CEREN GÜLRA MELEK, Elena Battini Sönmez, et al. · Electronics · 7
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A computational study on aging effect for facial expression recognition
2019 · Elena BATTINI SÖNMEZ · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 6
An Automatic Multilevel Facial Expression Recognition System
2018 · Elena BATTINI SÖNMEZ · Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 6
A Computer Vision Approach for Classifying the Degree of Freshness in Fruits and Vegetables to Reduce Food Waste
2024 · Hamza Sallam, Obadah Nidal Ghizawi, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 5
Extracting Psychological Features out of Drawings of HTP test
2023 · Linda Abdullah, Sibel Halfon, et al. · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · 4
Critical parameters of the sparse representation‐based classifier
2013 · Elena Battini Sonmez, Songul Albayrak · IET Computer Vision · 4
Acknowledge of Emotions for Improving Student-Robot Interaction
2023 · Hasan Han, Oguzcan Karadeniz, et al. · Intelligent Automation & Soft Computing · 3
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Diagnosing The Breathing Sounds as COPD or Asthma
2022 · Burakcan Turkan, Ahmet Gokay Ates, et al. · International Conference on Computer Science and Engineering (UBMK) · 3
EMRES: A New EMotional RESpondent Robot
2021 · Elena Battini Sonmez, Hasan Han, et al. · IEEE Transactions on Cognitive and Developmental Systems · 3
Works count: 50
Citation count: 429
H-index: 11
I10-index: 11
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