Concepedia

Jana Wäldchen

JW

22

Publications

2.4K

Citations

18

H-Index

2012

Active since

Affiliations

Max Planck Institute for Biogeochemistry(Current)

Technische Universität Ilmenau

German Centre for Integrative Biodiversity Research

Friedrich Schiller University Jena

Leipzig University

Jana Wäldchen is an author at Max Planck Institute for Biogeochemistry specializing in engineering, data science, and deep learning.

Top concepts

EngineeringData ScienceDeep LearningMachine LearningImage AnalysisPattern RecognitionBiometricsBiodiversityMachine VisionComputer Vision

Publications per year

2012–2024

22

Publications

22

Recommending plant taxa for supporting on-site species identification

Hans Christian Wittich, Marco Seeland, Jana Wäldchen et al. · BMC Bioinformatics · 2018 · 470 citations · Full text

Machine learning for image based species identification

Jana Wäldchen, Patrick Mäder · Methods in Ecology and Evolution · 2018 · 465 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Plant Species Identification Using Computer Vision Techniques: A Systematic Literature Review

Jana Wäldchen, Patrick Mäder · Archives of Computational Methods in Engineering · 2017 · 456 citations · Full text

The Flora Incognita app – Interactive plant species identification

Patrick Mäder, David Boho, Michael Rzanny et al. · Methods in Ecology and Evolution · 2021 · 115 citations · Full text

Biodiversity, Mobile Sensing, Image Analysis +12

Acquiring and preprocessing leaf images for automated plant identification: understanding the tradeoff between effort and information gain

Michael Rzanny, Marco Seeland, Jana Wäldchen et al. · Plant Methods · 2017 · 109 citations · Full text

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