Elena Battini Sonmez

According to our database, Elena Battini Sonmez authored at least 16 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Ceren Gulra Melek, Elena Battini Sönmez, Songül Varli

Eng. Appl. Artif. Intell., 2024

2023

The segmented UEC Food-100 dataset with benchmark experiment on food detection.

Elena Battini Sönmez, Sefer Memis, Berker Arslan, Okan Zafer Batur

Multim. Syst., August, 2023

2022

EMRES: A New EMotional RESpondent Robot.

Elena Battini Sönmez, Hasan Han, Oguzcan Karadeniz, Tugba Dalyan, Baykal Sarioglu

IEEE Trans. Cogn. Dev. Syst., 2022

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

Berker Arslan, Sefer Memis, Elena Battini Sönmez, Okan Zafer Batur

IEEE Trans. Artif. Intell., 2022

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

Özgür Özdemir, Elena Battini Sönmez

J. King Saud Univ. Comput. Inf. Sci., 2022

2020

Towards a New Computational Affective System for Personal Assistive Robots.

Elena Battini Sönmez, Hatice Köse, Duygun Erol Barkana

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

A computational study on aging effect for facial expression recognition.

Elena Battini Sönmez

Turkish J. Electr. Eng. Comput. Sci., 2019

Fake Image Detection Using DCT and Local Binary Pattern.

Ayah Kunbaz, Souzi Saghir, Mira Arar, Elena Battini Sönmez

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Object Detection in Shelf Images with YOLO.

Ceren Gulra Melek, Elena Battini Sonmez, Songul Albayrak

Proceedings of the IEEE EUROCON 2019, 2019

2017

A Model for an Emotional Respondent Robot.

Ayse E. Sancar, Elena Battini Sönmez

Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2017

Emotion recognition in the wild using deep neural networks and Bayesian classifiers.

Luca Surace, Massimiliano Patacchiola, Elena Battini Sönmez, William Spataro, Angelo Cangelosi

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

2016

Convolutional neural networks with balanced batches for facial expressions recognition.

Elena Battini Sönmez, Angelo Cangelosi

Proceedings of the Ninth International Conference on Machine Vision, 2016

2013

Critical parameters of the sparse representation-based classifier.

Elena Battini Sonmez, Songul Albayrak

IET Comput. Vis., 2013

2012

Classification with emotional faces via a robust sparse classifier.

Elena Battini Sonmez, Bülent Sankur, Songul Albayrak

Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2011

Robust classification based on sparsity (Seyrekliğe dayalı gürbüz sınıflayıcı)

Elena Battini Sönmez

PhD thesis, 2011

Face Classification via Sparse Approximation.

Elena Battini Sonmez, Bülent Sankur, Songul Albayrak

Proceedings of the Biometrics and ID Management, 2011