Publications
Obare, Dominic; Muraya, Moses; Njoroge, Gladys (2024)
Advancing Statistical Methodologies for Composite Phenotype Analysis in Genome-Wide Association Studies
Asian Journal of Probability and Statistics - 26(12) 213–233, DOI: 10.9734/ajpas/2024/v26i12694Cao, Yongrong; Tian, Dongmei; Tang, Zhixin; Liu, Xiaonan; Hu, Weijuan; Zhang, Zhang; Song, Shuhui (2024)
OPIA: an open archive of plant images and related phenotypic traits
Nucleic Acids Res - 52(D1) D1530-D1537, DOI: 10.1093/nar/gkad975Khan, Nazifa Azam; Cieslak, Mikolaj; McQuillan, Ian (2024)
Importance of realism in procedurally-generated synthetic images for deep learning: case studies in maize and canola
- () , DOI: 10.48550/arXiv.2404.05128Di Cola, Vincenzo Schiano; Cangemi, Mariachiara; Scala, Simone; Summerer, Stephan; Monti, Maurilia Maria; Loreto, Francesco; Cuomo, Salvatore (2024)
Exploratory Data Analysis and Supervised Learning in Plant Phenotyping Studies
Communications in Applied and Industrial Mathematics - 15(2) 69-90, DOI: 10.2478/caim-2024-0014Cardellicchio, A.; Solimani, F.; Dimauro, G.; Summerer, S.; Renò, V. (2024)
Patch-based probabilistic identification of plant roots using convolutional neural networks
Pattern Recognition Letters - 183() 125–132, DOI: 10.1016/j.patrec.2024.05.010Evershed, David; Durkan, Eamon J.; Hasler, Rachel; Corke, Fiona; Doonan, John H.; Howarth, Catherine J. (2024)
Critical Evaluation of the Cgrain Value™ as a Tool for Rapid Morphometric Phenotyping of Husked Oat (Avena sativa L.) Grains
Seeds - 3(3) 436–455, DOI: 10.3390/seeds3030030Reena, Reena; Doonan, John; Corke, Fiona; Williams, Kevin; Fry, Ellen; Zhang, Huaizhong; Liu, Yonghuai (2023)
Exploring Open Source Photogrammetry and Deep Learningtechniques for Wheat Plant Phenotyping
- () , DOI: 10.2139/ssrn.4583977Cardellicchio, Angelo; Solimani, Firozeh; Dimauro, Giovanni; Petrozza, Angelo; Summerer, Stephan; Cellini, Francesco; Renò, Vito (2023)
Detection of tomato plant phenotyping traits using YOLOv5-based single stage detectors
Computers and Electronics in Agriculture - 207() 107757, DOI: 10.1016/j.compag.2023.107757Quiñones, Rubi; Samal, Ashok; Das Choudhury, Sruti; Muñoz-Arriola, Francisco (2023)
OSC-CO2: coattention and cosegmentation framework for plant state change with multiple features
Front Plant Sci - 14() , DOI: 10.3389/fpls.2023.1211409Xu, Zheng; Wu, Cong (2023)
Combination of Transfer Deep Learning and Classical Machine Learning Models for Multi-View Image Analysis
- () 13, DOI: 10.3390/IOCMA2023-14401