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Matteo Toso

2 accepted papers

2022

PoserNet: Refining Relative Camera Poses Exploiting Object Detections

ECCV 2022poster

"The estimation of the camera poses associated with a set of images commonly relies on feature matches between the images. In contrast, we are the first to address this challenge by using objectness regions to guide the pose estimation problem rather than explicit semantic object detections. We prop…

2019

Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions

NeurIPS 2019poster

We present a new technique for the learning of continuous energy functions that we refer to as Wibergian Learning. One common approach to inverse problems is to cast them as an energy minimisation problem, where the minimum cost solution found is used as an estimator of hidden parameters. Our new ap…