Janez Lapajne

Detection of Root-Knot Nematode Meloidogyne luci Infestation of Potato Tubers Using Hyperspectral Remote Sensing and Real-Time PCR Molecular Methods

Uroš Žibrat, Barbara Gerič Stare, M. Knapič et al. · Remote Sensing · 2021 · 30 citations · Full text

Agriculture, Crop Sciences, Molecular Biology +17

Comparison of Selected Dimensionality Reduction Methods for Detection of Root-Knot Nematode Infestations in Potato Tubers Using Hyperspectral Imaging

Janez Lapajne, M. Knapič, Uroš Žibrat · Sensors · 2022 · 27 citations · Full text

Agriculture, Crop Sciences, Plant Pathology +17

Field-scale UAV-based multispectral phenomics: Leveraging machine learning, explainable AI, and hybrid feature engineering for enhancements in potato phenotyping

Janez Lapajne, Andrej Vončina, Ana Vojnović et al. · Computers and Electronics in Agriculture · 2024 · 16 citations · Full text

Computing, Computer Science, Crop Sciences +17

Enhancing Water-Deficient Potato Plant Identification: Assessing Realistic Performance of Attention-Based Deep Neural Networks and Hyperspectral Imaging for Agricultural Applications

Janez Lapajne, Ana Vojnović, Andrej Vončina et al. · Plants · 2024 · 13 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Early Detection of Wireworm (Coleoptera: Elateridae) Infestation and Drought Stress in Maize Using Hyperspectral Imaging

Eva Praprotnik, Andrej Vončina, Primož Žigon et al. · Agronomy · 2023 · 10 citations · Full text

Agriculture, Agronomy, Plant Biology +17