Elena Battini Sönmez

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Expression Recognition

Computer Vision

Bayesian Classifiers

Convolutional Neural Networks

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Ceren Gulra Melek, Elena Battini Sönmez, Songül Varli
Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review. Eng. Appl. Artif. Intell. 133 (2024)
Elena Battini Sönmez, Sefer Memis, Berker Arslan, Okan Zafer Batur
The segmented UEC Food-100 dataset with benchmark experiment on food detection. Multim. Syst. 29 (4) (2023)
Berker Arslan, Sefer Memis, Elena Battini Sönmez, Okan Zafer Batur
Fine-Grained Food Classification Methods on the UEC FOOD-100 Database. IEEE Trans. Artif. Intell. 3 (2) (2022)
Özgür Özdemir, Elena Battini Sönmez
Attention mechanism and mixup data augmentation for classification of COVID-19 Computed Tomography images. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part B) (2022)
Elena Battini Sönmez, Hasan Han, Oguzcan Karadeniz, Tugba Dalyan, Baykal Sarioglu
EMRES: A New EMotional RESpondent Robot. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Elena Battini Sönmez, Hatice Köse, Duygun Erol Barkana
Towards a New Computational Affective System for Personal Assistive Robots. SIU (2020)
Ayah Kunbaz, Souzi Saghir, Mira Arar, Elena Battini Sönmez
Fake Image Detection Using DCT and Local Binary Pattern. IPTA (2019)
Elena Battini Sönmez
A computational study on aging effect for facial expression recognition. Turkish J. Electr. Eng. Comput. Sci. 27 (4) (2019)
Ayse E. Sancar, Elena Battini Sönmez
A Model for an Emotional Respondent Robot. SIRS (2017)
Luca Surace, Massimiliano Patacchiola, Elena Battini Sönmez, William Spataro, Angelo Cangelosi
Emotion recognition in the wild using deep neural networks and Bayesian classifiers. ICMI (2017)
Elena Battini Sönmez, Angelo Cangelosi
Convolutional neural networks with balanced batches for facial expressions recognition. ICMV (2016)