Search Results for author: Matteo Taiana

Found 4 papers, 2 papers with code

PRAGO: Differentiable Multi-View Pose Optimization From Objectness Detections

no code implementations13 Mar 2024 Matteo Taiana, Matteo Toso, Stuart James, Alessio Del Bue

Robustly estimating camera poses from a set of images is a fundamental task which remains challenging for differentiable methods, especially in the case of small and sparse camera pose graphs.

graph construction Pose Estimation +1

3DoF Localization from a Single Image and an Object Map: the Flatlandia Problem and Dataset

1 code implementation13 Apr 2023 Matteo Toso, Matteo Taiana, Stuart James, Alessio Del Bue

Efficient visual localization is crucial to many applications, such as large-scale deployment of autonomous agents and augmented reality.

Privacy Preserving Visual Localization

3DSGrasp: 3D Shape-Completion for Robotic Grasp

no code implementations2 Jan 2023 Seyed S. Mohammadi, Nuno F. Duarte, Dimitris Dimou, Yiming Wang, Matteo Taiana, Pietro Morerio, Atabak Dehban, Plinio Moreno, Alexandre Bernardino, Alessio Del Bue, Jose Santos-Victor

However, in practice, PCDs are often incomplete when objects are viewed from few and sparse viewpoints before the grasping action, leading to the generation of wrong or inaccurate grasp poses.

Robotic Grasping

PoserNet: Refining Relative Camera Poses Exploiting Object Detections

1 code implementation19 Jul 2022 Matteo Taiana, Matteo Toso, Stuart James, Alessio Del Bue

The estimation of the camera poses associated with a set of images commonly relies on feature matches between the images.

Object Pose Estimation

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