Search Results for author: Paul Gay

Found 4 papers, 1 papers with code

EERO: Early Exit with Reject Option for Efficient Classification with limited budget

no code implementations6 Feb 2024 Florian Valade, Mohamed Hebiri, Paul Gay

The increasing complexity of advanced machine learning models requires innovative approaches to manage computational resources effectively.

Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning

2 code implementations16 Jul 2018 Paul Gay, Stuart James, Alessio Del Bue

Recent approaches on visual scene understanding attempt to build a scene graph -- a computational representation of objects and their pairwise relationships.

3d scene graph generation Graph Generation +2

Objects Localisation from Motion with Constraints

no code implementations28 Mar 2018 Paul Gay, Alessio Del Bue

This problem is modelled as the estimation of a set of quadrics given 2D conics fit to the object bounding boxes.

Object valid

Probabilistic Structure From Motion With Objects (PSfMO)

no code implementations ICCV 2017 Paul Gay, Cosimo Rubino, Vaibhav Bansal, Alessio Del Bue

We show that remarkable object localisation and volumetric occupancy can be recovered by including both geometrical constraints and prior information given by objects CAD models from the ShapeNet dataset.

3D Reconstruction Camera Calibration +1

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