Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets
Egusquiza, Itziar, Picon, Artzai, Irusta, Unai, Bereciartua-Perez, Arantza, Eggers, Till, Klukas, Christian, Aramendi, Elisabete, Navarra-Mestre, Ramon
Published in Frontiers in plant science (07.03.2022)
Published in Frontiers in plant science (07.03.2022)
Get full text
Journal Article
Estimation of flea beetle damage in the field using a multistage deep learning-based solution
Bereciartua-Pérez, Arantza, Monzón, María, Múgica, Daniel, De Both, Greta, Baert, Jeroen, Hedges, Brittany, Fox, Nicole, Echazarra, Jone, Navarra-Mestre, Ramón
Published in Artificial intelligence in agriculture (01.09.2024)
Published in Artificial intelligence in agriculture (01.09.2024)
Get full text
Journal Article
Damage assessment of soybean and redroot amaranth plants in greenhouse through biomass estimation and deep learning-based symptom classification
Gómez-Zamanillo, Laura, Bereciartua-Pérez, Arantza, Picón, Artzai, Parra, Liliana, Oldenbuerger, Marian, Navarra-Mestre, Ramón, Klukas, Christian, Eggers, Till, Echazarra, Jone
Published in Smart agricultural technology (01.10.2023)
Published in Smart agricultural technology (01.10.2023)
Get full text
Journal Article
Deep convolutional neural network for damaged vegetation segmentation from RGB images based on virtual NIR-channel estimation
Picon, Artzai, Bereciartua-Perez, Arantza, Eguskiza, Itziar, Romero-Rodriguez, Javier, Jimenez-Ruiz, Carlos Javier, Eggers, Till, Klukas, Christian, Navarra-Mestre, Ramon
Published in Artificial intelligence in agriculture (2022)
Published in Artificial intelligence in agriculture (2022)
Get full text
Journal Article
Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets
Picon, Artzai, San-Emeterio, Miguel G., Bereciartua-Perez, Arantza, Klukas, Christian, Eggers, Till, Navarra-Mestre, Ramon
Published in Computers and electronics in agriculture (01.03.2022)
Published in Computers and electronics in agriculture (01.03.2022)
Get full text
Journal Article
SYNTHETIC GENERATION OF TRAINING DATA
KLUKAS, Christian, EGGERS, Till, JUGEL, Christof Stefan, NAVARRA-MESTRE, Ramon
Year of Publication 21.12.2023
Get full text
Year of Publication 21.12.2023
Patent
QUANTIFYING BIOTIC DAMAGE ON PLANTS, BY SEPARATING PLANT-IMAGES AND SUBSEQUENTLY OPERATING A CONVOLUTIONAL NEURAL NETWORK
KLUKAS, Christian, ECHAZARRA HUGUET, Jone, EGGERS, Till, BERECIARTUA-PEREZ, Aranzazu, PICON RUIZ, Artzai, NAVARRA-MESTRE, Ramon, SPANGLER, Corinna Maria
Year of Publication 11.05.2023
Get full text
Year of Publication 11.05.2023
Patent
ESTIMATING PROPERTIES OF PHYSICAL OBJECTS, BY PROCESSING IMAGE DATA WITH NEURAL NETWORKS
SIAL, Kamran, MARTIN PALMA, Andres, ROMERO RODRIGUEZ, Javier, FISCHER, Sebastian, EGGERS, Till, KEUPER, Margret, SCHARNER, Mike, TANEJA, Rahul, NAVARRA-MESTRE, Ramon, POLO LOPEZ, Francisco Manuel
Year of Publication 21.03.2024
Get full text
Year of Publication 21.03.2024
Patent
ESTIMATING PROPERTIES OF PHYSICAL OBJECTS, BY PROCESSING IMAGE DATA WITH NEURAL NETWORKS
SIAL, Kamran, MARTIN PALMA, Andres, ROMERO RODRIGUEZ, Javier, POLO LOPEZ, Franciso Manuel, FISCHER, Sebastian, EGGERS, Till, KEUPER, Margret, SCHARNER, Mike, TANEJA, Rahul, NAVARRA-MESTRE, Ramon
Year of Publication 07.02.2024
Get full text
Year of Publication 07.02.2024
Patent
QUANTIFYING BIOTIC DAMAGE ON PLANTS, BY SEPARATING PLANT-IMAGES AND SUBSEQUENTLY OPERATING A CONVOLUTIONAL NEURAL NETWORK
KLUKAS, Christian, ECHAZARRA HUGUET, Jone, EGGERS, Till, BERECIARTUA-PEREZ, Aranzazu, PICON RUIZ, Artzai, NAVARRA-MESTRE, Ramon, SPANGLER, Corinna Maria
Year of Publication 11.01.2023
Get full text
Year of Publication 11.01.2023
Patent
SYSTEM AND METHOD FOR DETERMINING DAMAGE ON PLANTS AFTER HERBICIDE APPLICATION
KLUKAS, Christian, ECHAZARRA HUGUET, Jone, EGGERS, Till, GOMEZ ZAMANILLO, Laura, BERECIARTUA-PEREZ, Aranzazu, PICON RUIZ, Artzai, NAVARRA-MESTRE, Ramon, PARRA RAPADO, Liliana
Year of Publication 11.10.2023
Get full text
Year of Publication 11.10.2023
Patent
Quantifying objects on plants by estimating the number of objects on plant parts such as leaves, by convolutional neural networks that provide density maps
Spangler, Corinna Maria, Klukas, Christian, Navarra Mestre, Ramon, Alvarez Gila, Aitor, Eggers, Till, Bereciartua Perez, Aranzazu, Ortiz Barredo, Amaia Maria, Echazarra Huguet, Jone, Roldan Lopez, David, Picon Ruiz, Artzai, Romero Rodriguez, Javier
Year of Publication 27.08.2024
Get full text
Year of Publication 27.08.2024
Patent
SYSTEM AND METHOD FOR ESTIMATING VEGETATION COVERAGE IN A REAL-WORLD ENVIRONMENT
JIMENEZ RUIZ, Carlos Javier, KLUKAS, Christian, ROMERO RODRIGUEZ, Javier, ECHAZARRA HUGUET, Jone, EGGERS, Till, GONZALEZ SAN EMETERIO, Miguel, GOMEZ ZAMANILLO, Laura, PICON RUIZ, Artzai, BERECIARTUA-PEREZ, Aranzazu, NAVARRA-MESTRE, Ramon
Year of Publication 17.07.2024
Get full text
Year of Publication 17.07.2024
Patent
QUANTIFYING PLANT INFESTATION BY ESTIMATING THE NUMBER OF BIOLOGICAL OBJECTS ON LEAVES, BY CONVOLUTIONAL NEURAL NETWORKS THAT USE TRAINING IMAGES OBTAINED BY A SEMI-SUPERVISED APPROACH
KLUKAS, Christian, ECHAZARRA HUGUET, Jone, EGGERS, Till, GOMEZ ZAMANILLO, Laura, BERECIARTUA-PEREZ, Aranzazu, PICON RUIZ, Artzai, NAVARRA-MESTRE, Ramon, ALVAREZ GILA, Aitor
Year of Publication 09.03.2023
Get full text
Year of Publication 09.03.2023
Patent
COMPUTER-IMPLEMENTED METHOD FOR PROVIDING TRAINING DATA FOR A MACHINE LEARNING ALGORITHM FOR CLASSIFYING PLANTS INFESTED WITH A PATHOGEN
ARNHOLD, Jessica, MARTIN PALMA, Andres, HADEN, Egon, NAVARRA-MESTRE, Ramon, SIEPE, Isabella, TRESCH, Stefan, HAHN, Stefan, KLUKAS, Christian, FISCHER, Sebastian, STUERMER-STEPHAN, Bastian, FRIEDEL, Swetlana, EGGERS, Till, BUSCH, Kristina
Year of Publication 18.01.2024
Get full text
Year of Publication 18.01.2024
Patent