Mirela Popa

According to our database, Mirela Popa authored at least 27 papers between 2015 and 2024.

Collaborative distances:

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

2024

Does SpatioTemporal information benefit Two video summarization benchmarks?

Aashutosh Ganesh, Mirela Popa, Daan Odijk, Nava Tintarev

CoRR, 2024

Augmenting Human-Robot Collaboration Task by Human Hand Position Forecasting.

Shyngyskhan Abilkassov, Michael Gentner, Mirela Popa

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning.

Lucas-Andrei Thil, Mirela Popa, Gerasimos Spanakis

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Tab-VAE: A Novel VAE for Generating Synthetic Tabular Data.

Syed Mahir Tazwar, Max Knobbout, Enrique Hortal Quesada, Mirela Popa

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

XPCA Gen: Extended PCA Based Tabular Data Generation Model.

Sreekala Kallidil Padinjarekkara, Jessica Alecci, Mirela Popa

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Does spatio-temporal information benefit the video summarization task?

Aashutosh Ganesh, Mirela Popa, Daan Odijk, Nava Tintarev

Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

Fashion Object Detection for Tops & Bottoms.

Andreas Petridis, Mirela Popa, Filipa Peleja, Dario Dotti, Alberto de Santos

CoRR, 2023

Analysis of the Impact of Data Augmentation on the Performance of Deep Learning Models in Multispectral Food Authenticity Identification.

Yaru Zhang, Arif Yilmaz, Mirela Popa, Christopher Brewster

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022

Aerial to Street View Image Translation using Cascaded Conditional GANs.

Kshitij Singh, Alexia Briassouli, Mirela Popa

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

GANs Based Conditional Aerial Images Generation for Imbalanced Learning.

Itzel Belderbos, Tim de Jong, Mirela Popa

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

The Effect of Spatial and Temporal Occlusion on Word Level Sign Language Recognition.

Ajkel Mino, Mirela Popa, Alexia Briassouli

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Key Information Extraction From Documents: Evaluation And Generator.

Oliver Bensch, Mirela Popa, Constantin Spille

Proceedings of the Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th, 2021

Temporal based Emotion Recognition inspired by Activity Recognition models.

Balaganesh Mohan, Mirela Popa

Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

Being the Center of Attention: A Person-Context CNN Framework for Personality Recognition.

Dario Dotti, Mirela Popa, Stylianos Asteriadis

ACM Trans. Interact. Intell. Syst., 2020

A hierarchical autoencoder learning model for path prediction and abnormality detection.

Dario Dotti, Mirela Popa, Stylianos Asteriadis

Pattern Recognit. Lett., 2020

Metric Learning-Based Multimodal Audio-Visual Emotion Recognition.

Esam Ghaleb, Mirela Popa, Stylianos Asteriadis

IEEE Multim., 2020

2019

Data analysis from cognitive games interaction in Smart TV applications for patients with Parkinson's, Alzheimer's, and other types of dementia.

Juan Pedro López, Francisco Moreno, Mirela Popa, Gustavo Hernández-Peñaloza, Federico Álvarez

Artif. Intell. Eng. Des. Anal. Manuf., 2019

Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition.

Esam Ghaleb, Mirela Popa, Stylianos Asteriadis

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018

Behavior Analysis through Multimodal Sensing for Care of Parkinson's and Alzheimer's Patients.

Federico Alvarez, Mirela Popa, Vassilios Solachidis, Gustavo Hernandez-Penaloza, Alberto Belmonte-Hernandez, Stylianos Asteriadis, Nicholas Vretos, Marcos Quintana, Thomas Theodoridis, Dario Dotti, Petros Daras

IEEE Multim., 2018

A Novel Approach for Movement Evolution Tracking in Parkinson's Disease using Data Analysis and Fuzzy Logic.

David Martín, Mirela Popa, Jennifer Jiménez, Federico Álvarez, Stylianos Asteriadis, Laura Carrasco

Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Towards Affect Recognition through Interactions with Learning Materials.

Esam Ghaleb, Mirela Popa, Enrique Hortal, Stylianos Asteriadis, Gerhard Weiss

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Behavior and Personality Analysis in a Nonsocial Context Dataset.

Dario Dotti, Mirela Popa, Stylianos Asteriadis

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Unsupervised Discovery of Normal and Abnormal Activity Patterns in Indoor and Outdoor Environments.

Dario Dotti, Mirela Popa, Stylianos Asteriadis

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

ICT4Life open source libraries supporting multimodal analysis of different diseases.

Thomas Theodoridis, Vassilis Solachidis, Nicholas Vretos, Petros Daras, Dario Dotti, Mirela Popa, Gustavo Hernández, Federico Alvarez, Alejandro Gonzalez Paton, Angel Lopez

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform.

Federico Alvarez, Mirela Popa, Nicholas Vretos, Alberto Belmonte-Hernandez, Stelios Asteriadis, Vassilis Solachidis, Triana Mariscal, Dario Dotti, Petros Daras

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

ICT Services for Life Improvement for the Elderly.

Alejandro Sánchez-Rico, Pascal Garel, Isabella Notarangelo, Marcos Quintana, Gustavo Hernández, Stylianos Asteriadis, Mirela Popa, Nicholas Vretos, Vassilis Solachidis, Marta Burgos, Ariane Girault

Proceedings of the Harnessing the Power of Technology to Improve Lives, 2017

2015

CPS: 3D Compositional Part Segmentation through Grasping.

Safoura Rezapour Lakani, Mirela Popa, Antonio Jose Rodríguez-Sánchez, Justus H. Piater

Proceedings of the 12th Conference on Computer and Robot Vision, 2015