Search Results for author: Niccolò Bisagno

Found 4 papers, 3 papers with code

A Unified Simulation Framework for Visual and Behavioral Fidelity in Crowd Analysis

no code implementations5 Dec 2023 Niccolò Bisagno, Nicola Garau, Antonio Luigi Stefani, Nicola Conci

Simulation is a powerful tool to easily generate annotated data, and a highly desirable feature, especially in those domains where learning models need large training datasets.

Anomaly Detection Crowd Counting +1

Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks

1 code implementation CVPR 2022 Nicola Garau, Niccolò Bisagno, Zeno Sambugaro, Nicola Conci

When it comes to critical applications as autonomous driving, security and safety, medicine and health, the lack of interpretability of the network behavior tends to induce skepticism and limited trustworthiness, despite the accurate performance of such systems in the given task.

Classification Contrastive Learning +1

PanopTOP: a framework for generating viewpoint-invariant human pose estimation datasets

1 code implementation ICCV 2021 2021 Nicola Garau, Giulia Martinelli, Piotr Bròdka, Niccolò Bisagno, Nicola Conci

Human pose estimation (HPE) from RGB and depth images has recently experienced a push for viewpoint-invariant and scale-invariant pose retrieval methods.

Pose Estimation Pose Retrieval +1

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