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Elena Battini Sönmez
Elena Battini Sönmez
Faculty member, PhD. Istanbul Bilgi University
Verified email at bilgi.edu.tr - Homepage
Title
Cited by
Cited by
Year
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
532017
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
242021
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
192022
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
192019
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
152020
A survey of product recognition in shelf images
CG Melek, EB Sonmez, S Albayrak
2017 International Conference on Computer Science and Engineering (UBMK …, 2017
142017
Avuç izi ve parmak izine dayalı bir biyometrik tanıma sistemi
EB Sönmez, NÖ Özbek, Ö Özbek
Akademik Bilişim Konferansları, 2007
142007
A facial component-based system for emotion classification
E SÖNMEZ, S Albayrak
Turkish Journal of Electrical Engineering and Computer Sciences 24 (3), 1663 …, 2016
112016
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
102020
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
102019
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
102017
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
72020
Critical parameters of the sparse representation‐based classifier
E Battini Sonmez, S Albayrak
IET Computer Vision 7 (6), 500-507, 2013
62013
An automatic multilevel facial expression recognition system
EB SÖNMEZ
Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 22 (1), 160-165, 2018
52018
Classification with emotional faces via a robust sparse classifier
EB Sonmez, B Sankur, S Albayrak
2012 3rd International Conference on Image Processing Theory, Tools and …, 2012
52012
Dalgacık Dönüşümüne Dayalı Çoklu Model Biyometrik Sistem
EB Sönmez, NÖ Özbek, Ö Özbek
İstanbul Bilgi Üniversitesi, Bilgisayar Bilimleri Bölümü, İstanbul, 2000
52000
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
42020
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
42020
Robust Classification based on Sparsity: Basics and Potentials of the Sparse Representation based Classifier
E Battini Sönmez
Lambert Academic Publishing 1, 1--99, 2013
4*2013
The segmented UEC Food-100 dataset with benchmark experiment on food detection
BAOZB E. Battini Sönmez, S. Memiş
Multimedia System, 2023
32023
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Articles 1–20