Search Results for author: Peter Boyle

Found 5 papers, 2 papers with code

Retinal vessel segmentation by probing adaptive to lighting variations

no code implementations29 Apr 2020 Guillaume Noyel, Christine Vartin, Peter Boyle, Laurent Kodjikian

In a lowly contrasted image, results show that our method better extract the vessels than another state-of the-art method.

Retinal Vessel Segmentation

Magritte, a modern software library for 3D radiative transfer: I. Non-LTE atomic and molecular line modelling

1 code implementation18 Dec 2019 Frederik De Ceuster, Ward Homan, Jeremy Yates, Leen Decin, Peter Boyle, James Hetherington

We present Magritte: a modern open-source software library for 3D radiative transfer.

Instrumentation and Methods for Astrophysics

Accelerating HPC codes on Intel(R) Omni-Path Architecture networks: From particle physics to Machine Learning

no code implementations13 Nov 2017 Peter Boyle, Michael Chuvelev, Guido Cossu, Christopher Kelly, Christoph Lehner, Lawrence Meadows

This displays how a factor of ten speedup in strongly scaled distributed machine learning could be achieved when synchronous stochastic gradient descent is massively parallelised with a fixed mini-batch size.

BIG-bench Machine Learning

Superimposition of eye fundus images for longitudinal analysis from large public health databases

no code implementations7 Jul 2016 Guillaume Noyel, Rebecca Thomas, Gavin Bhakta, Andrew Crowder, David Owens, Peter Boyle

The method has been validated (1) on a simulated montage and (2) on public health databases with 69 patients with high quality images (271 pairs acquired mostly with different types of camera and 268 pairs acquired mostly with the same type of camera) with success rates of 92% and 98%, and five patients (20 pairs) with low quality images with a success rate of 100%.

Grid: A next generation data parallel C++ QCD library

6 code implementations10 Dec 2015 Peter Boyle, Azusa Yamaguchi, Guido Cossu, Antonin Portelli

In this proceedings we discuss the motivation, implementation details, and performance of a new physics code base called Grid.

High Energy Physics - Lattice Distributed, Parallel, and Cluster Computing Mathematical Software

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