Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap.

Autor: Litrico M; Department of Mathematics and Computer Science, University of Catania, 95125 Catania, Italy., Battiato S; Department of Mathematics and Computer Science, University of Catania, 95125 Catania, Italy., Tsaftaris SA; School of Engineering, University of Edinburgh, Edinburgh EH9 3FG, UK., Giuffrida MV; School of Computing, Edinburgh Napier University, Edinburgh EH10 5DT, UK.

Publikováno v: Journal of imaging [J Imaging] 2021 Sep 29; Vol. 7 (10). Date of Electronic Publication: 2021 Sep 29.

Affordable and robust phenotyping framework to analyse root system architecture of soil-grown plants.

Autor: Bontpart T; Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK., Concha C; Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK., Giuffrida MV; Institute for Digital Communications, School of Engineering, University of Edinburgh, Edinburgh, Midlothian, EH9 3FG, UK.; School of Computing, Edinburgh Napier University, Merchiston Campus, Edinburgh, EH10 5DT, UK., Robertson I; Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK., Admkie K; Ethiopian Institute of Agricultural Research, Debre Zeit, Oromia, PO Box 32, Ethiopia., Degefu T; ICRISAT-Ethiopia, International Crops Research Institute for the Semi-Arid Tropics, c/o ILRI Campus, Addis Ababa, Addis Ababa, PO Box 5689, Ethiopia., Girma N; Ethiopian Institute of Agricultural Research, Debre Zeit, Oromia, PO Box 32, Ethiopia., Tesfaye K; College of Natural Sciences, Addis Ababa University, Addis Ababa, Addis Ababa, PO Box 1176, Ethiopia.; Ethiopian Biotechnology Institute, Addis Ababa, Addis Ababa, PO Box 5954, Ethiopia., Haileselassie T; College of Natural Sciences, Addis Ababa University, Addis Ababa, Addis Ababa, PO Box 1176, Ethiopia., Fikre A; Ethiopian Institute of Agricultural Research, Debre Zeit, Oromia, PO Box 32, Ethiopia.; ICRISAT-Ethiopia, International Crops Research Institute for the Semi-Arid Tropics, c/o ILRI Campus, Addis Ababa, Addis Ababa, PO Box 5689, Ethiopia., Fetene M; College of Natural Sciences, Addis Ababa University, Addis Ababa, Addis Ababa, PO Box 1176, Ethiopia.; Ethiopian Academy of Sciences, Addis Ababa, Addis Ababa, PO Box 32228, Ethiopia., Tsaftaris SA; Institute for Digital Communications, School of Engineering, University of Edinburgh, Edinburgh, Midlothian, EH9 3FG, UK., Doerner P; Institute of Molecular Plant Science, School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, Midlothian, EH9 3BF, UK.

Publikováno v: The Plant journal : for cell and molecular biology [Plant J] 2020 Sep; Vol. 103 (6), pp. 2330-2343. Date of Electronic Publication: 2020 Jul 15.

Unsupervised Rotation Factorization in Restricted Boltzmann Machines.

Autor: Giuffrida MV, Tsaftaris SA

Publikováno v: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society [IEEE Trans Image Process] 2020; Vol. 29 (1), pp. 2166-2175. Date of Electronic Publication: 2019 Oct 15.

Pheno-Deep Counter: a unified and versatile deep learning architecture for leaf counting.

Autor: Giuffrida MV; Institute for Digital Communications, School of Engineering, University of Edinburgh, Thomas Bayes Road, EH9 3FG, Edinburgh, UK.; IMT School for Advanced Studies, Piazza S. Francesco 19, 55100, Lucca, Italy., Doerner P; School of Biological Sciences, University of Edinburgh, Mayfield Road, Edinburgh, EH9 3JR, UK., Tsaftaris SA; Institute for Digital Communications, School of Engineering, University of Edinburgh, Thomas Bayes Road, EH9 3FG, Edinburgh, UK.; The Alan Turing Institute, 96 Euston Road, London, NW1 2DB, UK.

Publikováno v: The Plant journal : for cell and molecular biology [Plant J] 2018 Nov; Vol. 96 (4), pp. 880-890. Date of Electronic Publication: 2018 Sep 11.

Citizen crowds and experts: observer variability in image-based plant phenotyping.

Autor: Giuffrida MV; 1School of Engineering, Institute of Digital Communications, The University of Edinburgh, Edinburgh, EH9 3FB UK.; 2IMT School For Advanced Studies Lucca, Piazza San Francesco, 19, 55100 Lucca, Italy., Chen F; 1School of Engineering, Institute of Digital Communications, The University of Edinburgh, Edinburgh, EH9 3FB UK., Scharr H; 3Institute of Bio- and Geosciences (IBG), IBG-2: Plant Sciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52425 Jülich, Germany., Tsaftaris SA; 1School of Engineering, Institute of Digital Communications, The University of Edinburgh, Edinburgh, EH9 3FB UK.

Publikováno v: Plant methods [Plant Methods] 2018 Feb 09; Vol. 14, pp. 12. Date of Electronic Publication: 2018 Feb 09 (Print Publication: 2018).