My name is Oisin Mac Aodha and I'm a postdoc in the Dept of Computer Science at UCL working with Dr. Gabriel Brostow and Professor Kate Jones.

My current research interest is in the areas of active learning, synthetic data creation, correspondence problems and cost-sensitive learning.

I currently work on the ENGAGE Project at UCL. Our aim is to enable non-programming scientists to create systems that semi-automatically detect objects and events in their vast quantities of audio and visual data.


Office: MPEB 7.08
Tel: +44 (0)20 7679 3699

o.macaodha (at) cs.ucl.ac.uk
me


Publications

CVPR 2014

Hierarchical Subquery Evaluation for Active Learning on a Graph
Oisin Mac Aodha, Neill D.F. Campbell, Jan Kautz and Gabriel J. Brostow
CVPR 2014
[paper] [webpage]
ICCV 2013

Revisiting Example Dependent Cost-Sensitive Learning with Decision Trees
Oisin Mac Aodha and Gabriel J. Brostow
ICCV 2013
[paper] [webpage]
PAMI 2013

Learning a Confidence Measure for Optical Flow
Oisin Mac Aodha, Ahmad Humayun, Marc Pollefeys and Gabriel J. Brostow
PAMI 2013
[paper] [webpage]
ECCV 2012

Patch Based Synthesis for Single Depth Image Super-Resolution
Oisin Mac Aodha, Neill D.F. Campbell, Arun Nair and Gabriel J. Brostow
ECCV 2012
[paper] [webpage]
CVPR 2011

Learning to Find Occlusion Regions
Ahmad Humayun, Oisin Mac Aodha and Gabriel J Brostow
CVPR 2011
[paper] [webpage]
CVPR 2010

Segmenting Video Into Classes of Algorithm-Suitability
Oisin Mac Aodha, Gabriel J Brostow and Marc Pollefeys
CVPR 2010
[paper] [webpage]
cell

Evolving Plastic Responses in Artificial Cell Models
John Maher, Fearghal Morgan and Oisin Mac Aodha
Congress on Evolutionary Computation 2009
[paper]


Theses

PhD

Supervised Algorithm Selection for Flow and Other Computer Vision Problems
PhD Thesis
UCL 2014 - [thesis]
3DFace

Reconstruction and Recognition of 3D Face Models
MSc Thesis
UCL 2008 - [thesis]