Giulia Slavic

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Video Sequences

Embodied Agents

Autonomous Driving

Top Venues

Publications

Muhammad Adnan, Giulia Slavic, David Martín Gómez, Lucio Marcenaro, Carlo S. Regazzoni
Systematic and Comprehensive Review of Clustering and Multi-Target Tracking Techniques for LiDAR Point Clouds in Autonomous Driving Applications. Sensors 23 (13) (2023)
Giulia Slavic, Abrham Shiferaw Alemaw, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni
A Kalman Variational Autoencoder Model Assisted by Odometric Clustering for Video Frame Prediction and Anomaly Detection. IEEE Trans. Image Process. 32 (2023)
Abrham Shiferaw Alemaw, Giulia Slavic, Hafsa Iqbal, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni
A Data-Driven Approach for the Localization of Interacting Agents via a Multi-Modal Dynamic Bayesian Network Framework. AVSS (2022)
Tommaso Apicella, Giulia Slavic, Edoardo Ragusa, Paolo Gastaldo, Lucio Marcenaro
Container Localisation and Mass Estimation with an RGB-D Camera. CoRR (2022)
Giulia Slavic, Mohamad Baydoun, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni
Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents. IEEE Trans. Multim. 24 (2022)
Tommaso Apicella, Giulia Slavic, Edoardo Ragusa, Paolo Gastaldo, Lucio Marcenaro
Container Localisation and Mass Estimation with an RGB-D Camera. ICASSP (2022)
Giulia Slavic, Pablo Marín-Plaza, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni
Simultaneous Localization and Anomaly Detection from First-Person Video Data through a Coupled Dynamic Bayesian Network Model. AVSS (2022)
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
PETS2021: Through-foliage detection and tracking challenge and evaluation. AVSS (2021)
Giulia Slavic, Abrham Shiferaw Alemaw, Lucio Marcenaro, Carlo S. Regazzoni
Learning Of Linear Video Prediction Models In A Multi-Modal Framework For Anomaly Detection. ICIP (2021)
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models. EAIS (2020)
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders. ICIP (2020)
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders. CoRR (2020)
Hafsa Iqbal, Damian Campo, Giulia Slavic, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni
Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach. SiPS (2020)
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models. CoRR (2020)