Helge Aasen - RankMe

24 papers A 1C 1Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks. Trans. Mach. Learn. Res. Dominik J. Mühlematter, Michelle Halbheer, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu
2026	J	`jnl`	Making Foundation Models Probabilistic via Singular Value Ensembles. CoRR Mehmet Ozgur Turkoglu, Dominik J. Mühlematter, Alexander Becker, Konrad Schindler, Helge Aasen
2025	J	`jnl`	Model-Agnostic, Temperature-Informed Sampling Enhances Cross-Year Crop Mapping with Deep Learning. CoRR Mehmet Ozgur Turkoglu, Selene Ledain, Helge Aasen
2024	J	`jnl`	In-season forecasting of within-field grain yield from Sentinel-2 time series data. Int. J. Appl. Earth Obs. Geoinformation Eatidal Amin, Luca Pipia, Santiago Belda, Gregor Perich, Lukas Valentin Graf, Helge Aasen, Shari Van Wittenberghe, José F. Moreno, Jochem Verrelst
2024	J	`jnl`	LoRA-Ensemble: Efficient Uncertainty Modelling for Self-attention Networks. CoRR Michelle Halbheer, Dominik J. Mühlematter, Alexander Becker, Dominik Narnhofer, Helge Aasen, Konrad Schindler, Mehmet Ozgur Turkoglu
2023	J	`jnl`	Propagating Sentinel-2 Top-of-Atmosphere Radiometric Uncertainty Into Land Surface Phenology Metrics Using a Monte Carlo Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lukas Valentin Graf, Javier Gorroño, Andreas Hueni, Achim Walter, Helge Aasen
2022	J	`jnl`	EOdal: An open-source Python package for large-scale agroecological research using Earth Observation and gridded environmental data. Comput. Electron. Agric. Lukas Graf, Gregor Perich, Helge Aasen
2022	—	`conf`	Using high-resolution drone data to assess apparent agricultural field heterogeneity at different spatial resolutions. GIL Jahrestagung Quirina Noëmi Merz, Achim Walter, Helge Aasen
2021	J	`jnl`	Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data. Remote. Sens. Gregor Perich, Helge Aasen, Jochem Verrelst, Francesco Argento, Achim Walter, Frank Liebisch
2021	J	`jnl`	Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity. CoRR Etienne David, Mario Serouart, Daniel Smith, Simon Madec, Kaaviya Velumani, Shouyang Liu, Xu Wang, Francisco Pinto Espinosa, Shahameh Shafiee, Izzat S. A. Tahir, Hisashi Tsujimoto, Shuhei Nasuda, Bangyou Zheng, Norbert Kichgessner, Helge Aasen, Andreas Hund, Pouria Sadeghi-Tehran, Koichi Nagasawa, Goro Ishikawa, Sébastien Dandrifosse, Alexis Carlier, Benoît Mercatoris, Ken Kuroki, Haozhou Wang, Masanori Ishii, Minhajul A. Badhon, Curtis Pozniak, David Shaner LeBauer, Morten Lilimo, Jesse Poland, Scott C. Chapman, Benoit de Solan, Frédéric Baret, Ian Stavness, Wei Guo
2020	J	`jnl`	Current Practices in UAS-based Environmental Monitoring. Remote. Sens. Goran Tmusic, Salvatore Manfreda, Helge Aasen, Mike R. James, Gil Gonçalves, Eyal Ben-Dor, Anna Brook, Maria Polinova, José Juan Arranz, János Mészáros, Ruodan Zhuang, Kasper Johansen, Yoann Malbéteau, Isabel Pedroso de Lima, Corine Davids, Sorin Herban, Matthew F. McCabe
2020	J	`jnl`	Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods. CoRR Etienne David, Simon Madec, Pouria Sadeghi-Tehran, Helge Aasen, B. Zheng, Shouyang Liu, Norbert Kirchgeßner, Goro Ishikawa, Koichi Nagasawa, Minhajul A. Badhon, Curtis Pozniak, Benoit de Solan, Andreas Hund, Scott C. Chapman, Frédéric Baret, Ian Stavness, Wei Guo
2019	J	`jnl`	Sun-Induced Chlorophyll Fluorescence I: Instrumental Considerations for Proximal Spectroradiometers. Remote. Sens. Javier Pacheco-Labrador, Andreas Hueni, Laura Mihai, Karolina Sakowska, Tommaso Julitta, Joel Kuusk, Dan Sporea, Luis Alonso, Andreas Burkart, Maria Pilar Cendrero Mateo, Helge Aasen, Yves Goulas, Alasdair Mac Arthur
2019	J	`jnl`	Sun-Induced Chlorophyll Fluorescence II: Review of Passive Measurement Setups, Protocols, and Their Application at the Leaf to Canopy Level. Remote. Sens. Helge Aasen, Shari Van Wittenberghe, Neus Sabater, Alexander Damm, Yves Goulas, Sebastian Wieneke, Andreas Hueni, Zbynek Malenovský, Luis Alonso, Javier Pacheco-Labrador, Maria Pilar Cendrero Mateo, Enrico Tomelleri, Andreas Burkart, Sergio Cogliati, Uwe Rascher, Alasdair Mac Arthur
2019	J	`jnl`	Sun-Induced Chlorophyll Fluorescence III: Benchmarking Retrieval Methods and Sensor Characteristics for Proximal Sensing. Remote. Sens. Maria Pilar Cendrero Mateo, Sebastian Wieneke, Alexander Damm, Luis Alonso, Francisco Pinto, José F. Moreno, Luis Guanter, Marco Celesti, Micol Rossini, Neus Sabater, Sergio Cogliati, Tommaso Julitta, Uwe Rascher, Yves Goulas, Helge Aasen, Javier Pacheco-Labrador, Alasdair Mac Arthur
2018	J	`jnl`	Quantitative Remote Sensing at Ultra-High Resolution with UAV Spectroscopy: A Review of Sensor Technology, Measurement Procedures, and Data Correction Workflows. Remote. Sens. Helge Aasen, Eija Honkavaara, Arko Lucieer, Pablo J. Zarco-Tejada
2018	A	`conf`	Soybean Leaf Coverage Estimation for Field-Phenotyping. BMVC Kevin Keller, Raghav Khanna, Norbert Kirchgeßner, Roland Siegwart, Achim Walter, Helge Aasen
2018	C	`conf`	UAV Spectroscopy: Current Sensors, Processing Techniques and Theoretical Concepts for Data Interpretation. IGARSS Helge Aasen
2016	—	`—`	The acquisition of Hyperspectral Digital Surface Models of crops from UAV snapshot cameras Helge Aasen
2015	J	`jnl`	Angular Dependency of Hyperspectral Measurements over Wheat Characterized by a Novel UAV Based Goniometer. Remote. Sens. Andreas Burkart, Helge Aasen, Luis Alonso, Gunter Menz, Georg Bareth, Uwe Rascher
2015	J	`jnl`	Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley. Int. J. Appl. Earth Obs. Geoinformation Juliane Bendig, Kang Yu, Helge Aasen, Andreas Bolten, Simon Bennertz, Janis Broscheit, Martin L. Gnyp, Georg Bareth
2015	J	`jnl`	Correction: Tilly, N. Remote. Sens. Nora Tilly, Helge Aasen, Georg Bareth
2015	J	`jnl`	Fusion of Plant Height and Vegetation Indices for the Estimation of Barley Biomass. Remote. Sens. Nora Tilly, Helge Aasen, Georg Bareth
2014	—	`conf`	Towards robust vegetation indices: The multi-correlation matrix strategy. WHISPERS Helge Aasen, Martin Leon Gnyp, Yuxin Miao, Georg Bareth