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Image of Aaron S. Jackson

Aaron S. Jackson

PhD Student, Faculty of Science

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Biography

My research focuses on deep learning, primarily applied to the human face. I am supervised by Dr. Georgios Tzimiropoulos and I am based in the Computer Vision Laboratory.

Recent Publications

  • KUNCHEVA, LUDMILA I, RODRÍGUEZ, JUAN J and JACKSON, AARON S, 2017. Restricted set classification: Who is there? Pattern Recognition. 63, 158-170
  • JACKSON, AARON S, BULAT, ADRIAN, ARGYRIOU, VASILEIOS and TZIMIROPOULOS, GEORGIOS, 2017. Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression International Conference on Computer Vision.
  • MICHAEL POUND, ALEXANDRA J BURGESS, MICHAEL H WILSON, JONATHAN A ATKINSON, MARCUS GRIFFITHS, AARON S JACKSON, ADRIAN BULAT, GEORGIOS TZIMIROPOULOS, DARREN M WELLS, ERIK H MURCHIE, TONY P PRIDMORE and ANDREW P FRENCH, 2016. Deep Machine Learning provides state-of-the-art performance in image-based plant phenotyping Biorxiv. Available at: <http://biorxiv.org/content/early/2016/05/12/053033>
  • JACKSON, AS, VALSTAR, M and TZIMIROPOULOS, G, 2016. A CNN Cascade for Landmark Guided Semantic Part Segmentation In: Proceedings of ECCV 2016 Workshops, Geometry Meets Deep Learning (GMDL).
  • KUNCHEVA, LUDMILA I, RODRÍGUEZ, JUAN J and JACKSON, AARON S, 2017. Restricted set classification: Who is there? Pattern Recognition. 63, 158-170
  • JACKSON, AARON S, BULAT, ADRIAN, ARGYRIOU, VASILEIOS and TZIMIROPOULOS, GEORGIOS, 2017. Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression International Conference on Computer Vision.
  • MICHAEL POUND, ALEXANDRA J BURGESS, MICHAEL H WILSON, JONATHAN A ATKINSON, MARCUS GRIFFITHS, AARON S JACKSON, ADRIAN BULAT, GEORGIOS TZIMIROPOULOS, DARREN M WELLS, ERIK H MURCHIE, TONY P PRIDMORE and ANDREW P FRENCH, 2016. Deep Machine Learning provides state-of-the-art performance in image-based plant phenotyping Biorxiv. Available at: <http://biorxiv.org/content/early/2016/05/12/053033>
  • JACKSON, AS, VALSTAR, M and TZIMIROPOULOS, G, 2016. A CNN Cascade for Landmark Guided Semantic Part Segmentation In: Proceedings of ECCV 2016 Workshops, Geometry Meets Deep Learning (GMDL).
  • KUNCHEVA, LUDMILA I and JACKSON, AARON S, 2014. Who Is Missing? A New Pattern Recognition Puzzle In: Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR). 243-252

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