Search Results for author: Nico Catalano

Found 3 papers, 1 papers with code

More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation

no code implementations9 Feb 2024 Nico Catalano, Alessandro Maranelli, Agnese Chiatti, Matteo Matteucci

\acrlong{fss}, in particular, concerns the extension and optimization of traditional segmentation methods in challenging conditions where limited training examples are available.

One-Shot Learning Segmentation +1

Few Shot Semantic Segmentation: a review of methodologies and open challenges

no code implementations12 Apr 2023 Nico Catalano, Matteo Matteucci

Semantic segmentation assigns category labels to each pixel in an image, enabling breakthroughs in fields such as autonomous driving and robotics.

Autonomous Driving Few-Shot Semantic Segmentation +2

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