Search Results for author: Aniello Panariello

Found 3 papers, 1 papers with code

DistFormer: Enhancing Local and Global Features for Monocular Per-Object Distance Estimation

no code implementations6 Jan 2024 Aniello Panariello, Gianluca Mancusi, Fedy Haj Ali, Angelo Porrello, Simone Calderara, Rita Cucchiara

Existing approaches rely on two scales: local information (i. e., the bounding box proportions) or global information, which encodes the semantics of the scene as well as the spatial relations with neighboring objects.

Autonomous Driving Object

TrackFlow: Multi-Object Tracking with Normalizing Flows

no code implementations ICCV 2023 Gianluca Mancusi, Aniello Panariello, Angelo Porrello, Matteo Fabbri, Simone Calderara, Rita Cucchiara

The field of multi-object tracking has recently seen a renewed interest in the good old schema of tracking-by-detection, as its simplicity and strong priors spare it from the complex design and painful babysitting of tracking-by-attention approaches.

Multi-Object Tracking Object

Consistency-based Self-supervised Learning for Temporal Anomaly Localization

1 code implementation10 Aug 2022 Aniello Panariello, Angelo Porrello, Simone Calderara, Rita Cucchiara

This work tackles Weakly Supervised Anomaly detection, in which a predictor is allowed to learn not only from normal examples but also from a few labeled anomalies made available during training.

Anomaly Detection In Surveillance Videos Self-Supervised Learning +3

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