JuLib | Articles & more - {"machine learning"}

1

Talk (non-conference)

Explainable Machine Learning for Remote Sensing

Roscher, Ribana
2023

2

Lecture

Explainable Machine Learning for Remote Sensing

Roscher, Ribana
2023

3

Journal Article

Explainable Machine Learning

Garcke, Jochen
2023

Machine learning and knowledge extraction, 5 (2023) 1, S. 169 - 170

OpenAccess

4

Abstract

Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness in Fennoscandia with Confidence

Emam, Ahmed
2023

OpenAccess

5

Journal Article

Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery

Stomberg, Timo T.
2023

Frontiers in artificial intelligence, 6 (2023) S. 1278118

OpenAccess

6

Journal Article

GrowliFlower: An image time‐series dataset for GROWth analysis of cauLIFLOWER

Kierdorf, Jana
2023

Journal of field robotics, 40 (2023) 2, S. 173-192

OpenAccess

7

Journal Article

Neural Network Emulation of Synthetic Hyperspectral Sentinel-2-like Imagery with Uncertainty

Morata, Miguel
2023

IEEE journal of selected topics in applied earth observations and remote sensing, 16 (2023) S. 762-772

OpenAccess

8

Conference Presentation

Growliflower: An image time series dataset for growth analysis of cauliflower

Kierdorf, Jana
2022

9

Poster

FluoMap: Retrieving Sun-induced fluorescence from space using machine learning

Pato, Miguel
2022

OpenAccess

10

Journal Article

Detection of Anomalous Grapevine Berries Using Variational Autoencoders

Miranda, Miro
2022

Frontiers in plant science, 13 (2022) S. 729097

OpenAccess

11

Journal Article

Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks

Drees, Lukas
2021

Computers and electronics in agriculture, 190 (2021) S. 106415 -

OpenAccess

12

Journal Article

Assessment of plant density for barley and wheat using UAV multispectral imagery for high-throughput field phenotyping

Wilke, Norman
2021

Computers and electronics in agriculture, 189 (2021) S. 106380 -

Published on 2021-08-18. Available in OpenAccess from 2023-08-18.

13

Journal Article

Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!

Mahlein, Anne-Katrin
2019

Current opinion in plant biology, 50 (2019) S. 156 - 162

14

Journal Article

Computational aspects underlying genome to phenome analysis in plants

Bolger, Anthony M.
2019

The plant journal, 97 (2019) 1, S. 182 - 198

Get full text Get full text OpenAccess OpenAccess

15

Journal Article

Sharing the Right Data Right: A Symbiosis with Machine Learning

Tsaftaris, Sotirios A.
2019

Trends in plant science, 24 (2019) 2, S. P99-102

OpenAccess OpenAccess

16

Journal Article

Citizen crowds and experts: observer variability in image-based plant phenotyping

Giuffrida, M. Valerio
2018

Plant methods, 14 (2018) 1, S. 12

Get full text OpenAccess OpenAccess

17

Journal Article

Unsupervised domain adaptation for early detection of drought stress in hyperspectral images

Schmitter, P.
2017

ISPRS journal of photogrammetry and remote sensing, 131 (2017) S. 65 - 76

OpenAccess OpenAccess

18

Journal Article

Machine Learning for Plant Phenotyping Needs Image Processing

Tsaftaris, Sotirios A.
2016

Trends in plant science, 21 (2016) 12, S. 989–991

19

Proceedings

Phenotyping of plant stress using topic models

Wahabzada, M.
2012

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