Giulia Slavic

According to our database, Giulia Slavic authored at least 11 papers between 2020 and 2023.

Collaborative distances:

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

2023

Systematic and Comprehensive Review of Clustering and Multi-Target Tracking Techniques for LiDAR Point Clouds in Autonomous Driving Applications.

Muhammad Adnan, Giulia Slavic, David Martín Gómez, Lucio Marcenaro, Carlo S. Regazzoni

Sensors, July, 2023

A Kalman Variational Autoencoder Model Assisted by Odometric Clustering for Video Frame Prediction and Anomaly Detection.

Giulia Slavic, Abrham Shiferaw Alemaw, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni

IEEE Trans. Image Process., 2023

2022

Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents.

Giulia Slavic, Mohamad Baydoun, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni

IEEE Trans. Multim., 2022

Container Localisation and Mass Estimation with an RGB-D Camera.

Tommaso Apicella, Giulia Slavic, Edoardo Ragusa, Paolo Gastaldo, Lucio Marcenaro

Proceedings of the IEEE International Conference on Acoustics, 2022

Simultaneous Localization and Anomaly Detection from First-Person Video Data through a Coupled Dynamic Bayesian Network Model.

Giulia Slavic, Pablo Marín-Plaza, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni

Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

A Data-Driven Approach for the Localization of Interacting Agents via a Multi-Modal Dynamic Bayesian Network Framework.

Abrham Shiferaw Alemaw, Giulia Slavic, Hafsa Iqbal, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni

Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021

Learning Of Linear Video Prediction Models In A Multi-Modal Framework For Anomaly Detection.

Giulia Slavic, Abrham Shiferaw Alemaw, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

PETS2021: Through-foliage detection and tracking challenge and evaluation.

Jose Luis Patino, Jonathan Boyle, James M. Ferryman, Jonas Auer, Julian Pegoraro, Roman P. Pflugfelder, Mertcan Cokbas, Janusz Konrad, Prakash Ishwar, Giulia Slavic, Lucio Marcenaro, Yifan Jiang, Youngsaeng Jin, Hanseok Ko, Guangliang Zhao, Guy Ben-Yosef, Jianwei Qiu

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020

Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach.

Hafsa Iqbal, Damian Campo, Giulia Slavic, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni

Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders.

Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the IEEE International Conference on Image Processing, 2020

Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.

Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020