Published in CVPPP, 2022
Recommended citation: Zhang Z, Pope M, Shakoor N, Pless R, Mockler TC, Stylianou A. Comparing Deep Learning Approaches for Understanding Genotype × Phenotype Interactions in Biomass Sorghum. Front Artif Intell. 2022 Jul 4;5:872858. doi: 10.3389/frai.2022.872858. PMID: 35860344; PMCID: PMC9289439.
Published in NAPPN, 2021
A metric-learning approach to create representations of sorghum images grown in a field setting.
Recommended citation: Zeyu Zhang, Abby Stylianou, and Robert Pless. Metric Learning for Large Scale Agricultural Phenotyping. ESSOAr. doi.org/10.1002/essoar.10508292.1, 2021.
Published in CVPPP, 2019
Recommended citation: Zeyu Zhang, Hong Xuan, Xiaotong Liu, Abby Stylianou, Robert Pless. Visualizing Data Driven Phenotypes. Computer Vision Problems in Plant Phenotyping, 2019.
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Published in WACV, 2009
We propose a method to align multiple low dimensional UMAP visualizations.
Recommended citation: Xiaotong Liu, Zeyu Zhang, Hong Xuan, Roxana Leontie, Abby Stylianou, and Robert Pless. 2020. 2-map: Aligned visualizations for comparison of high-dimensional point sets. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 2550-2558, 2020.