Texture

Texture

I find texture fascinating, and this is not only the visual two-dimensional texture, but also the three-dimensional or volumetric texture that can be analysed in magnetic resonance imaging or other 3D datasets.

Team members:

Cefa Karabağ

PhD Student
Alumni, City, University of London

Collaborators:

Abhir Bhalerao

Reader in Computer Science, University of Warwick

Graham Lieschke

Australian Regenerative Medicine Institute, Monash University, Australia

Jo Verhoeven

Division of Language and Communication Science, City, University of London

Stephen A Renshaw

Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield

Publications:

Texture Segmentation An Objective Comparison between Five Traditional Algorithms and a Deep-Learning U-Net Architecture Cefa Karabağ, Jo Verhoeven, Naomi Rachel Miller, Constantino Carlos Reyes-Aldasoro Published in Applied Sciences, January 2019 (see publication) Research themes: Machine Learning, AI, Deep Learning, Microscopy, Texture Type: Paper

Local affine texture tracking for serial registration of zebrafish images Abhir Bhalerao, Luke Pase, Graham Lieschke, Stephen Renshaw, Constantino Carlos Reyes-Aldasoro Published in ISBI, May 2012 (see publication) Research themes: Cell Migration, Medical Imaging, Texture Type: Conference

Volumetric Texture Analysis in Biomedical Imaging Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in Biomedical Diagnostics and Clinical Technologies: Applying High-Performance Cluster and Grid Computing, January 2011 (see publication) Research themes: Medical Imaging, Texture Type: Book Chapter

Volumetric texture segmentation by discriminant feature selection and multiresolution classification Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in IEEE Transactions on Medical Imaging, January 2007 (see publication) Research themes: Medical Imaging, Texture Type: Paper

The Bhattacharyya space for feature selection and its application to texture segmentation Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in Pattern Recognition, May 2006 (see publication) Research themes: Medical Imaging, Texture Type: Paper

Volumetric texture description and discriminant feature selection for MRI Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao Published in Information Processing in Medical Imaging, July 2003 (see publication) Research themes: Medical Imaging, Texture Type: Conference