Computer Vision | Image Analysis | Plant Biology A Segmentation-Guided Deep Learning Framework for Leaf Counting. June 6, 2022
Phenotyping | Plant Science Improved Point-Cloud Segmentation for Plant Phenotyping Through Class-Dependent Sampling of Training Data to Battle Class Imbalance. April 14, 2022
Other An Instance Segmentation-Based Method to Obtain the Leaf Age and Plant Centre of Weeds in Complex Field Environments. June 2, 2021
Agriculture | Plant Science Instance Segmentation to Estimate Consumption of Corn Ears by Wild Animals for GMO Preference Tests. March 18, 2021
Agricultural Informatics | Precision Agriculture Real-Time Plant Leaf Counting Using Deep Object Detection Networks. December 8, 2020
Computer Vision | Plant Biology Volumetric Segmentation of Cell Cycle Markers in Confocal Images Using Machine Learning and Deep Learning. September 28, 2020
Computer Vision | Plant Biology Doing More With Less: A Multitask Deep Learning Approach in Plant Phenotyping. April 7, 2020
Agriculture | Botany | Plant Science Hyperspectral imaging combined with machine learning as a tool to obtain high-throughput plant salt-stress phenotyping. November 4, 2019
Plant Biology Machine learning approaches to improve three basic plant phenotyping tasks using 3D point clouds. October 8, 2019
Machine Learning | Plant Biology Sharing the Right Data Right: A Symbiosis with Machine Learning. January 27, 2019
Computer Vision | Plant Biology The use of plant models in deep learning: an application to leaf counting in rosette plants. January 18, 2019