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C

Christian Klukas

leibniz institut fur pflanzengenetik und kulturpflanzenforschung

31H指数
82论文数
4.5K被引数
收录论文 29
发表时间
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Digitalizing greenhouse trials: An automated approach for efficient and objective assessment of plant damage using deep learning数字化温室试验: 一种使用深度学习高效客观评估植物损害的自动化方法
errARTIFICIAL INTELLIGENCE IN AGRICULTURE
IF12.4
err2025-06-01
err0
errOAAI
errGomez-Zamanillo, Laura; Bereciartua-Perez, Arantza; Picon, Artzai; Parra, Liliana; Oldenbuerger, Marian; Navarra-Mestre, Ramon; Klukas, Christian; Eggers, Till; Echazarra, Jone
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Crop-conditional semantic segmentation for efficient agricultural disease assessment作物条件性语义分割以实现高效农业病害评估
errARTIFICIAL INTELLIGENCE IN AGRICULTURE
IF12.4
err2025-03-01
err0
errOAAI
errPicon, Artzai; Eguskiza, Itziar; Galan, Pablo; Gomez-Zamanillo, Laura; Romero, Javier; Klukas, Christian; Bereciartua-Perez, Arantza; Scharner, Mike; Navarra-Mestre, Ramon
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Taxonomic hierarchical loss function for enhanced crop and weed phenotyping in multi-task semantic segmentation多任务语义分割中增强作物和杂草表型的分类分层损失函数
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2025-03-01
err0
errOAAI
errPicon, Artzai; Mugica, Daniel; Eguskiza, Itziar; Bereciartua-Perez, Arantza; Romero, Javier; Jimenez, Carlos Javier; Klukas, Christian; Gomez-Zamanillo, Laura; Eggers, Till; Navarra-Mestre, Ramon
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When synthetic plants get sick: Disease graded image datasets by novel regression-conditional diffusion models当合成植物生病时：基于新型回归-条件扩散模型的疾病分级图像数据集
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2025-02-01
err1
errOAAI
errEgusquiza, Itziar; Benito-Del-Valle, Leire; Picon, Artzai; Bereciartua-Perez, Arantza; Gomez-Zamanillo, Laura; Elola, Andoni; Aramendi, Elisabete; Espejo, Rocio; Eggers, Till; Klukas, Christian; Navarra-Mestre, Ramon
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Damage assessment of soybean and redroot amaranth plants in greenhouse through biomass estimation and deep learning-based symptom classification
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2023-10-01
err6
errOAAI
errGomez-Zamanillo, Laura; Bereciartua-Perez, Arantza; Picon, Artzai; Parra, Liliana; Oldenbuerger, Marian; Navarra-Mestre, Ramon; Klukas, Christian; Eggers, Till; Echazarra, Jone
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Multiclass insect counting through deep learning-based density maps estimation
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2023-02-01
err7
errOAAI
errBereciartua-Perez, Arantza; Gomez, Laura; Picon, Artzai; Navarra-Mestre, Ramon; Klukas, Christian; Eggers, Till
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Precision phenotyping across the life cycle to validate and decipher drought-adaptive QTLs of wild emmer wheat (Triticum turgidum ssp. dicoccoides) introduced into elite wheat varieties
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2022-10-12
err3
errOAAI
errLauterberg, Madita; Saranga, Yehoshua; Deblieck, Mathieu; Klukas, Christian; Krugman, Tamar; Perovic, Dragan; Ordon, Frank; Graner, Andreas; Neumann, Kerstin
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Insect counting through deep learning-based density maps estimation
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2022-06-01
err29
PREAI
errBereciartua-Perez, Arantza; Gomez, Laura; Picon, Artzai; Navarra-Mestre, Ramon; Klukas, Christian; Eggers, Till
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Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2022-03-07
err20
errOAAI
errEgusquiza, Itziar; Picon, Artzai; Irusta, Unai; Bereciartua-Perez, Arantza; Eggers, Till; Klukas, Christian; Aramendi, Elisabete; Navarra-Mestre, Ramon
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Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets基于合成和真实图像数据集的基于深度学习的多种杂草和玉米作物分割
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2022-03-01
err41
errOAAI
errPicon, Artzai; San-Emeterio, Miguel G.; Bereciartua-Perez, Arantza; Klukas, Christian; Eggers, Till; Navarra-Mestre, Ramon
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Genome-wide association mapping in a diverse spring barley collection reveals the presence of QTL hotspots and candidate genes for root and shoot architecture traits at seedling stage
errBMC PLANT BIOLOGY
IF4.8
err2019-05-23
err41
errOAAI
errAbdel-Ghani, Adel H.; Sharma, Rajiv; Wabila, Celestine; Dhanagond, Sidram; Owais, Saed J.; Duwayri, Mahmud A.; Al-Dalain, Saddam A.; Klukas, Christian; Chen, Dijun; Luebberstedt, Thomas; von Wiren, Nicolaus; Graner, Andreas; Kilian, Benjamin; Neumann, Kerstin
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The HTPmod Shiny application enables modeling and visualization of large-scale biological data
errCOMMUNICATIONS BIOLOGY
IF5.1
err2018-07-05
err15
errOAAI
errChen, Dijun; Fu, Liang-Yu; Hu, Dahui; Klukas, Christian; Chen, Ming; Kaufmann, Kerstin
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Towards recommendations for metadata and data handling in plant phenotyping
errJOURNAL OF EXPERIMENTAL BOTANY
IF5.7
err2018-02-19
err1
errOAAI
errKrajewski, Pawel; Chen, Dijun; Cwiek, Hanna; van Dijk, Aalt D. J.; Fiorani, Fabio; Kersey, Paul; Klukas, Christian; Lange, Matthias; Markiewicz, Augustyn; Nap, Jan Peter; van Oeveren, Jan; Pommier, Cyril; Scholz, Uwe; van Schriek, Marco; Usadel, Bjorn; Weise, Stephan
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Predicting plant biomass accumulation from image-derived parameters
errGIGASCIENCE
IF3.9
err2018-01-16
err48
errOAAI
errChen, Dijun; Shi, Rongli; Pape, Jean-Michel; Neumann, Kerstin; Arend, Daniel; Graner, Andreas; Chen, Ming; Klukas, Christian
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Genetic variation of growth dynamics in maize (Zea mays L.) revealed through automated non-invasive phenotyping
errPLANT JOURNAL
IF5.7
err2017-01-07
err75
errOAAI
errMuraya, Moses M.; Chu, Jianting; Zhao, Yusheng; Junker, Astrid; Klukas, Christian; Reif, Jochen C.; Altmann, Thomas
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Non-canonical structure, function and phylogeny of the Bsister MADS-box gene OsMADS30 of rice (Oryza sativa)
errPLANT JOURNAL
IF5.7
err2015-12-07
err15
errOAAI
errSchilling, Susanne; Gramzow, Lydia; Lobbes, Dajana; Kirbis, Alexander; Weilandt, Lisa; Hoffmeier, Andrea; Junker, Astrid; Weigelt-Fischer, Kathleen; Klukas, Christian; Wu, Feng; Meng, Zheng; Altmann, Thomas; Theissen, Guenter
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Advanced phenotyping and phenotype data analysis for the study of plant growth and development用于植物生长发育研究的高级表型和表型数据分析
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2015-08-10
err222
errOAAI
errRahaman, Md. Matiur; Chen, Dijun; Gillani, Zeeshan; Klukas, Christian; Chen, Ming
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Towards recommendations for metadata and data handling in plant phenotyping关于植物表型中元数据和数据处理的建议
errJOURNAL OF EXPERIMENTAL BOTANY
IF5.7
err2015-06-04
err106
errOAAI
errKrajewski, Pawel; Chen, Dijun; Cwiek, Hanna; van Dijk, Aalt D. J.; Fiorani, Fabio; Kersey, Paul; Klukas, Christian; Lange, Matthias; Markiewicz, Augustyn; Nap, Jan Peter; van Oeveren, Jan; Pommier, Cyril; Scholz, Uwe; van Schriek, Marco; Usadel, Bjoern; Weise, Stephan
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Phenotypic and metabolic responses to drought and salinity of four contrasting lentil accessions
errJOURNAL OF EXPERIMENTAL BOTANY
IF5.7
err2015-05-11
err109
errOAAI
errMuscolo, A.; Junker, A.; Klukas, C.; Weigelt-Fischer, K.; Riewe, D.; Altmann, T.
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Dissecting spatiotemporal biomass accumulation in barley under different water regimes using high-throughput image analysis
errPLANT CELL AND ENVIRONMENT
IF6.3
err2015-04-14
err58
errOAAI
errNeumann, Kerstin; Klukas, Christian; Friedel, Swetlana; Rischbeck, Pablo; Chen, Dijun; Entzian, Alexander; Stein, Nils; Graner, Andreas; Kilian, Benjamin
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研究方向

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合作学者
合作期刊
I
Ivo Feußner
H 指数: 93 · 论文数: 563
A
Albrecht E. Melchinger
H 指数: 91 · 论文数: 454
N
Nils Stein
H 指数: 90 · 论文数: 413
陈明 封面图
陈明 (Ming Chen)
H 指数: 88 · 论文数: 914
N
Nicolaus von Wirén
H 指数: 78 · 论文数: 296
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