Publications by authors named "Ian Stavness"

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GPFN: Prior-Data Fitted Networks for Genomic Prediction.
Jordan Ubbens, Ian Stavness, Andrew G Sharpe

IEEE Trans Comput Biol Bioinform· December 2025

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The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset.
Zijian Wang, Radek Zenkl, Latifa Greche, Benoit De Solan, Lucas Bernigaud Samatan, Ian Stavness

Plant Phenomics· September 2025

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Dynamic-budget superpixel active learning for semantic segmentation.
Yuemin Wang, Ian Stavness

Front Artif Intell· January 2025

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Counting Canola: Toward Generalizable Aerial Plant Detection Models.
Erik Andvaag, Kaylie Krys, Steven J Shirtliffe, Ian Stavness

Plant Phenomics· November 2024

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The effect of bolus properties on muscle activation patterns and TMJ loading during unilateral chewing.
Benedikt Sagl, Martina Schmid-Schwap, Eva Piehslinger, Hai Yao, Xiaohui Rausch-Fan, Ian Stavness

J Mech Behav Biomed Mater· March 2024

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Integument colour change: Tracking delayed growth of Oppia nitens as a sub-lethal indicator of soil toxicity.
Olukayode O Jegede, Hamzat O Fajana, Adedamola Adedokun, Keyhan Najafian, Jin Lingling, Ian Stavness

Environ Pollut· December 2023

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Explainable deep learning in plant phenotyping.
Sakib Mostafa, Debajyoti Mondal, Karim Panjvani, Leon Kochian, Ian Stavness

Front Artif Intell· September 2023

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Publisher Correction: Postural adaptation to microgravity underlies fine motor impairment in astronauts' speech.
Arian Shamei, Márton Sóskuthy, Ian Stavness, Bryan Gick

Sci Rep· June 2023

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Global Wheat Head Detection Challenges: Winning Models and Application for Head Counting.
Etienne David, Franklin Ogidi, Daniel Smith, Scott Chapman, Benoit de Solan, Ian Stavness

Plant Phenomics· June 2023

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Postural adaptation to microgravity underlies fine motor impairment in astronauts' speech.
Arian Shamei, Márton Sóskuthy, Ian Stavness, Bryan Gick

Sci Rep· May 2023

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Editorial: Computer vision in plant phenotyping and agriculture.
Ian Stavness, Valerio Giuffrida, Hanno Scharr

Front Artif Intell· May 2023

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Benchmarking Self-Supervised Contrastive Learning Methods for Image-Based Plant Phenotyping.
Franklin C Ogidi, Mark G Eramian, Ian Stavness

Plant Phenomics· April 2023

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Large Growth Deformations of Thin Tissue Using Solid-Shells.
Danny Huang, Ian Stavness

IEEE Trans Vis Comput Graph· March 2023

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Semi-Self-Supervised Learning for Semantic Segmentation in Images with Dense Patterns.
Keyhan Najafian, Alireza Ghanbari, Mahdi Sabet Kish, Mark Eramian, Gholam Hassan Shirdel, Ian Stavness

Plant Phenomics· February 2023

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The effect of tooth cusp morphology and grinding direction on TMJ loading during bruxism.
Benedikt Sagl, Martina Schmid-Schwap, Eva Piehslinger, Xiaohui Rausch-Fan, Ian Stavness

Front Physiol· September 2022

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Quantitative evaluation of nonlinear methods for population structure visualization and inference.
Jordan Ubbens, Mitchell J Feldmann, Ian Stavness, Andrew G Sharpe

G3 (Bethesda)· August 2022

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Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification.
Sakib Mostafa, Debajyoti Mondal, Michael A Beck, Christopher P Bidinosti, Christopher J Henry, Ian Stavness

Front Artif Intell· May 2022

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Effect of facet inclination and location on TMJ loading during bruxism: An study.
Benedikt Sagl, Martina Schmid-Schwap, Eva Piehslinger, Michael Kundi, Ian Stavness

J Adv Res· January 2022

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An in silico investigation of the effect of bolus properties on TMJ loading during mastication.
Benedikt Sagl, Martina Schmid-Schwap, Eva Piehslinger, Xiaohui Rausch-Fan, Ian Stavness

J Mech Behav Biomed Mater· December 2021

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Automatic Microplot Localization Using UAV Images and a Hierarchical Image-Based Optimization Method.
Sara Mardanisamani, Tewodros W Ayalew, Minhajul Arifin Badhon, Nazifa Azam Khan, Gazi Hasnat, Ian Stavness

Plant Phenomics· December 2021

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Deep neural networks for genomic prediction do not estimate marker effects.
Jordan Ubbens, Isobel Parkin, Christina Eynck, Ian Stavness, Andrew G Sharpe

Plant Genome· November 2021

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Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods.
Etienne David, Mario Serouart, Daniel Smith, Simon Madec, Kaaviya Velumani, Ian Stavness

Plant Phenomics· September 2021

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Bayesian analysis of home advantage in North American professional sports before and during COVID-19.
Nico Higgs, Ian Stavness

Sci Rep· July 2021

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Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods.
Etienne David, Simon Madec, Pouria Sadeghi-Tehran, Helge Aasen, Bangyou Zheng, Ian Stavness

Plant Phenomics· August 2020

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Latent Space Phenotyping: Automatic Image-Based Phenotyping for Treatment Studies.
Jordan Ubbens, Mikolaj Cieslak, Przemyslaw Prusinkiewicz, Isobel Parkin, Jana Ebersbach, Ian Stavness

Plant Phenomics· January 2020

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