41 citations · 70 across the 11 of their papers we have counts for
5 papers · 1 filter
Removing supervision in semantic segmentation with local-global matching and area balancing
Simone Rossetti, Nico Samà, Fiora Pirri
Removing supervision in semantic segmentation is still tricky. Current approaches can deal with common categorical patterns yet resort to multi-stage architectures. We design a nov…
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation
Simone Rossetti, Damiano Zappia, Marta Sanzari +2
Weakly Supervised Semantic Segmentation (WSSS) research has explored many directions to improve the typical pipeline CNN plus class activation maps (CAM) plus refinements, given th…
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model
Alessandro Sebastianelli, Artur Nowakowski, Erika Puglisi +5
Cloud removal is a relevant topic in Remote Sensing as it fosters the usability of high-resolution optical images for Earth monitoring and study. Related techniques have been analy…
Anticipation and next action forecasting in video: an end-to-end model with memory
Fiora Pirri, Lorenzo Mauro, Edoardo Alati +3
Action anticipation and forecasting in videos do not require a hat-trick, as far as there are signs in the context to foresee how actions are going to be deployed. Capturing these…
Confidence driven TGV fusion
Valsamis Ntouskos, Fiora Pirri
We introduce a novel model for spatially varying variational data fusion, driven by point-wise confidence values. The proposed model allows for the joint estimation of the data and…