Research

My PhD work focused on deep learning applied to the human face and was supervised by Dr Yorgos Tzimiropoulos. My work included 3D reconstruction, face alignment and semantic part segmentation. You can find me on Google Scholar too.

A copy of my PhD thesis is available on GitHub with a pdf provided as a release.

	E. Jefferson, C. Cole, S. Mumtaz, S. Cox, T. Giles, S. Adejumo, E. Urwin, D. Lea, C. McDonald, J. Best, ... CO-CONNECT: A hybrid architecture to facilitate rapid discovery and access to UK wide data in the response to the COVID-19 pandemic JMIR publications, June 2022
	Z.K.J. Hartley, A.S. Jackson, M. Pound and A.P. French GANana - Unsupervised Domain Adaptation for Volumetric Regression of Fruit Plant Phenomics, September 2021 PDF
	A.S. Jackson, C. Manafas and G. Tzimiropoulos 3D Human Body Reconstruction from a Single Image via Volumetric Regression ECCV 2018 Workshops - PeopleCap 2018 PDF
	E. Benson, M.P. Pound, A.P. French, A.S. Jackson and T.P. Pridmore Deep Hourglass for Brain Tumor Segmentation, 2018 International MICCAI Brainlesion Workshop
	A.S. Jackson, A. Bulat, V. Argyriou and G. Tzimiropoulos Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression ICCV 2017 PDF • Online Demo
	M. Pound, J. Atkinson, A. Townsend, M. Wilson, M. Griffiths, ... Deep machine learning provides state-of-the-art performance in image-based plant phenotyping GigaScience, Volume 6, Issue 10, 2017 Paper
	A.S. Jackson, M. Valstar and G. Tzimiropoulos A CNN Cascade for Landmark Guided Semantic Part Segmentation ECCV 2016 Workshops - Geometry Meets Deep Learning PDF
	L.I. Kuncheva, J.J. Rodríguez and A.S. Jackson Restricted Set Classification: Who is there? Pattern Recognition, 63, 2017, 158-170. PDF
	L.I. Kuncheva and A.S. Jackson Who is missing? A new pattern recognition puzzle S+SSPR, 2014, Joensuu, Finland, Springer, LNCS 8621 243–252. PDF

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