Elena Battini Sönmez

Fine-Grained Food Classification Methods on the UEC FOOD-100 Database

Berker Arslan, Sefer Memiş, Elena Battini Sönmez et al. · IEEE Transactions on Artificial Intelligence · 2021 · 57 citations

Nutrition, Food Traceability, Food Composition +13

Weighted Cross-Entropy for Unbalanced Data with Application on COVID X-ray images

Özgür Özdemir, Elena Battini Sönmez · 2020 Innovations in Intelligent Systems and Applications Conference (ASYU) · 2020 · 36 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Attention mechanism and mixup data augmentation for classification of COVID-19 Computed Tomography images

Özgür Özdemir, Elena Battini Sönmez · Journal of King Saud University - Computer and Information Sciences · 2021 · 32 citations · Full text

Computed Tomography, Convolutional Neural Network, Engineering +23

Object Detection in Shelf Images with YOLO

Ceren Gülra Melek, Elena Battini Sönmez, Songül Albayrak · 2019 · 20 citations

Image Classification, Machine Vision, Image Analysis +12

Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review

Ceren Gülra Melek, Elena Battini Sönmez · Engineering Applications of Artificial Intelligence · 2024 · 17 citations

Image Classification, Image Analysis, Machine Vision +13