Giulia Slavic

Most-cited papers

1. 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, L. Marcenaro +1 more

   2023Italian National Conference on Sensors35 citations Open access

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

   Giulia Slavic, Mohamad Baydoun, Damian Campo, L. Marcenaro +1 more

   2022IEEE transactions on multimedia24 citations

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

   Giulia Slavic, Abrham Shiferaw Alemaw, L. Marcenaro, David Martín Gómez +1 more

   2022IEEE Transactions on Image Processing16 citations

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

   Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin +3 more

   2020IEEE Conference on Evolving and Adaptive Intelligent Systems13 citations Open access

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5. Vehicle localization in an explainable dynamic Bayesian network framework for self-aware agents

   Giulia Slavic, P. Zontone, L. Marcenaro, David Martín Gómez +1 more

   2025Information Fusion10 citations Open access

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6. 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, L. Marcenaro +2 more

   2022Advanced Video and Signal Based Surveillance10 citations

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7. Modeling Interactions Between Autonomous Agents in a Multi-Agent Self-Awareness Architecture

   Abrham Shiferaw Alemaw, Giulia Slavic, P. Zontone, L. Marcenaro +2 more

   2025IEEE transactions on multimedia9 citations

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

   Giulia Slavic, Abrham Shiferaw Alemaw, L. Marcenaro, C. Regazzoni

   2021International Conference on Information Photonics8 citations Open access

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9. Interpretable Anomaly Detection Using A Generalized Markov Jump Particle Filter

   Giulia Slavic, Pablo Marin, David Martín, L. Marcenaro +1 more

   2021International Conference on Autonomic and Autonomous Systems7 citations Open access

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10. Joint Data-Driven Analysis of Visual-Odometric Anomaly Signals in Generative Ai-Based Agents

    Giulia Slavic, Mattia Bracco, L. Marcenaro, David Martín Gómez +2 more

    20242024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)5 citations

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

    T. Apicella, Giulia Slavic, Edoardo Ragusa, P. Gastaldo +1 more

    2022IEEE International Conference on Acoustics, Speech, and Signal Processing5 citations Open access

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

    Damian Campo, Giulia Slavic, Mohamad Baydoun, L. Marcenaro +1 more

    2020International Conference on Information Photonics5 citations Open access

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

    Hafsa Iqbal, Damian Campo, Giulia Slavic, L. Marcenaro +2 more

    2020IEEE Workshop on Signal Processing Systems4 citations

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

    Giulia Slavic, P. Plaza, L. Marcenaro, David Martín Gómez +1 more

    2022Advanced Video and Signal Based Surveillance3 citations

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

    Luis Patino, Jonathan N. Boyle, J. Ferryman, Jonas Auer +13 more

    2021Advanced Video and Signal Based Surveillance3 citations

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16. Probabilistic anomaly detection methods using learned models from time-series data for multimedia self-aware systems

    C. Regazzoni, Ali Krayani, Giulia Slavic, L. Marcenaro

    2022Advanced Methods and Deep Learning in Computer Vision2 citations

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17. Methodology for Localizing an Indoor Drone Using Onboard Sensors and Validating by a Fixed Lidar

    Giulia Slavic, L. Marcenaro, David Martín Gómez, Carlo S. Regazzoni

    2025IEEE International Workshop on Metrology for AeroSpace0 citations

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18. Emergent self-awareness in multi-sensor physical agents

    Giulia Slavic

    20240 citations

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19. List of contributors

    Sathyanarayanan Aakur, Y. Balaji, Han Cai, Zhaowei Cai +30 more

    2022Advanced Methods and Deep Learning in Computer Vision0 citations

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