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Giulia Slavic
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 14
Top Topics
Video Sequences
Embodied Agents
Autonomous Driving
Bayesian Model
Top Venues
CoRR
AVSS
ICIP
EAIS
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Publications
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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)