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Object recognition, object detection and tracking

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A core topic of our research activity in the past years, now fuelled primarily by active collaborative projects.

We address the general task of scene understanding, with a special reference to video analysis. Here we focus on object detection and object tracking, with the goal of designing efficient algorithms applicable to different scenarios: video surveillance, robotics (see the collaborative projects section), automotive. Among the specific challenges we are currently addressing we mention few shot learning, where we consider in particular different approaches to transfer learning, domain adaptation and data augmentation, and efficient joint detection and tracking.

Collaboration with