Segmentation of Roots in Soil with U-Net

v1v2 (latest)

Segmentation of Roots in Soil with U-Net

28 February 2019

Abraham George Smith

Raghavendra Selvan

ArXiv (abs)PDF HTML

Papers citing "Segmentation of Roots in Soil with U-Net"

7 / 7 papers shown

Title
Geometric Feature Prompting of Image Segmentation Models Kenneth Ball Erin Taylor Nirav Patel Andrew Bartels Gary Koplik James Polly Jay Hineman VLM 25 0 0 27 May 2025
Localise to segment: crop to improve organ at risk segmentation accuracy Abraham George Smith Denis Kutnár I. Vogelius S. Darkner Jens Petersen SSeg 69 2 0 10 Apr 2023
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study Weihuang Xu Guohao Yu Yiming Cui Romain M. Gloaguen A. Zare ... D. Rowland R. Matamala J. Jastrow T. Juenger F. Fritschi 68 11 0 20 Jan 2022
RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy Abraham George Smith Jens Petersen C. Terrones-Campos A. Berthelsen Nora Jarrett Forbes S. Darkner L. Specht I. Vogelius MedIm AI4CE 60 23 0 22 Jun 2021
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM Guohao Yu A. Zare Weihuang Xu R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 49 12 0 30 Jul 2020
3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution Yi Zhao Nils Wandel M. Landl A. Schnepf Sven Behnke 147 4 0 21 Feb 2020
Root Identification in Minirhizotron Imagery with Multiple Instance Learning Guohao Yu A. Zare Hudanyun Sheng R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 60 26 0 07 Mar 2019