An unexpectedly large count of trees in the West African Sahara and Sahel
Brandt, Martin, Tucker, Compton J, Kariryaa, Ankit, Rasmussen, Kjeld, Abel, Christin, Small, Jennifer, Chave, Jerome, Rasmussen, Laura Vang, Hiernaux, Pierre, Diouf, Abdoul Aziz, Kergoat, Laurent, Mertz, Ole, Igel, Christian, Gieseke, Fabian, Schöning, Johannes, Li, Sizhuo, Melocik, Katherine, Meyer, Jesse, Sinno, Scott, Romero, Eric, Glennie, Erin, Montagu, Amandine, Dendoncker, Morgane, Fensholt, Rasmus
Published in Nature (London) (05.11.2020)
Published in Nature (London) (05.11.2020)
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Journal Article
More than one quarter of Africa's tree cover is found outside areas previously classified as forest
Reiner, Florian, Brandt, Martin, Tong, Xiaoye, Skole, David, Kariryaa, Ankit, Ciais, Philippe, Davies, Andrew, Hiernaux, Pierre, Chave, Jérôme, Mugabowindekwe, Maurice, Igel, Christian, Oehmcke, Stefan, Gieseke, Fabian, Li, Sizhuo, Liu, Siyu, Saatchi, Sassan, Boucher, Peter, Singh, Jenia, Taugourdeau, Simon, Dendoncker, Morgane, Song, Xiao-Peng, Mertz, Ole, Tucker, Compton J, Fensholt, Rasmus
Published in Nature communications (02.05.2023)
Published in Nature communications (02.05.2023)
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Journal Article
Implementation of BFASTmonitor Algorithm on Google Earth Engine to Support Large-Area and Sub-Annual Change Monitoring Using Earth Observation Data
Hamunyela, Eliakim, Rosca, Sabina, Mirt, Andrei, Engle, Eric, Herold, Martin, Gieseke, Fabian, Verbesselt, Jan
Published in Remote sensing (Basel, Switzerland) (01.09.2020)
Published in Remote sensing (Basel, Switzerland) (01.09.2020)
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Journal Article
Fast and simple gradient-based optimization for semi-supervised support vector machines
Gieseke, Fabian, Airola, Antti, Pahikkala, Tapio, Kramer, Oliver
Published in Neurocomputing (Amsterdam) (10.01.2014)
Published in Neurocomputing (Amsterdam) (10.01.2014)
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Journal Article
Conference Proceeding
Convolutional neural networks for transient candidate vetting in large-scale surveys
Gieseke, Fabian, Bloemen, Steven, van den Bogaard, Cas, Heskes, Tom, Kindler, Jonas, Scalzo, Richard A., Ribeiro, Valério A. R. M., van Roestel, Jan, Groot, Paul J., Yuan, Fang, Möller, Anais, Tucker, Brad E.
Published in Monthly notices of the Royal Astronomical Society (01.12.2017)
Published in Monthly notices of the Royal Astronomical Society (01.12.2017)
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Journal Article
Using high-resolution imagery and deep learning to classify land-use following deforestation: a case study in Ethiopia
Masolele, Robert N., De Sy, Veronique, Marcos, Diego, Verbesselt, Jan, Gieseke, Fabian, Mulatu, Kalkidan Ayele, Moges, Yitebitu, Sebrala, Heiru, Martius, Christopher, Herold, Martin
Published in GIScience and remote sensing (31.12.2022)
Published in GIScience and remote sensing (31.12.2022)
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Journal Article
Above-Ground Biomass Prediction for Croplands at a Sub-Meter Resolution Using UAV–LiDAR and Machine Learning Methods
Revenga, Jaime C., Trepekli, Katerina, Oehmcke, Stefan, Jensen, Rasmus, Li, Lei, Igel, Christian, Gieseke, Fabian Cristian, Friborg, Thomas
Published in Remote sensing (Basel, Switzerland) (01.08.2022)
Published in Remote sensing (Basel, Switzerland) (01.08.2022)
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Journal Article
Attentional Feature Fusion
Dai, Yimian, Gieseke, Fabian, Oehmcke, Stefan, Wu, Yiquan, Barnard, Kobus
Published in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2021)
Published in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2021)
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Conference Proceeding
Artistic movement recognition by consensus of boosted SVM based experts
Florea, Corneliu, Gieseke, Fabian
Published in Journal of visual communication and image representation (01.10.2018)
Published in Journal of visual communication and image representation (01.10.2018)
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Journal Article
Training neural networks end-to-end for hyperbox-based classification
Martins, Denis Mayr Lima, Lülf, Christian, Gieseke, Fabian
Published in Neurocomputing (Amsterdam) (28.09.2024)
Published in Neurocomputing (Amsterdam) (28.09.2024)
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Journal Article
Spatial and temporal deep learning methods for deriving land-use following deforestation: A pan-tropical case study using Landsat time series
Masolele, Robert N., De Sy, Veronique, Herold, Martin, Marcos, Diego, Verbesselt, Jan, Gieseke, Fabian, Mullissa, Adugna G., Martius, Christopher
Published in Remote sensing of environment (01.10.2021)
Published in Remote sensing of environment (01.10.2021)
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Journal Article
Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy
Kremer, Jan, Stensbo-Smidt, Kristoffer, Gieseke, Fabian, Pedersen, Kim Steenstrup, Igel, Christian
Published in IEEE intelligent systems (01.03.2017)
Published in IEEE intelligent systems (01.03.2017)
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Journal Article
Sacrificing information for the greater good: how to select photometric bands for optimal accuracy
Stensbo-Smidt, Kristoffer, Gieseke, Fabian, Igel, Christian, Zirm, Andrew, Pedersen, Kim Steenstrup
Published in Monthly notices of the Royal Astronomical Society (21.01.2017)
Published in Monthly notices of the Royal Astronomical Society (21.01.2017)
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Journal Article
Wind energy prediction and monitoring with neural computation
Kramer, Oliver, Gieseke, Fabian, Satzger, Benjamin
Published in Neurocomputing (Amsterdam) (03.06.2013)
Published in Neurocomputing (Amsterdam) (03.06.2013)
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Journal Article
Global mapping of human-transformed dike-pond systems
Xu, Yang, Feng, Lian, Fang, Hongwei, Song, Xiao-Peng, Gieseke, Fabian, Kariryaa, Ankit, Oehmcke, Stefan, Gibson, Luke, Jiang, Xiating, Lin, Ruimin, Woolway, R. Iestyn, Zheng, Chunmiao, Brandt, Martin, Fensholt, Rasmus
Published in Remote sensing of environment (01.11.2024)
Published in Remote sensing of environment (01.11.2024)
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Journal Article
Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda
Mugabowindekwe, Maurice, Brandt, Martin, Chave, Jérôme, Reiner, Florian, Skole, David L, Kariryaa, Ankit, Igel, Christian, Hiernaux, Pierre, Ciais, Philippe, Mertz, Ole, Tong, Xiaoye, Li, Sizhuo, Rwanyiziri, Gaspard, Dushimiyimana, Thaulin, Ndoli, Alain, Uwizeyimana, Valens, Lillesø, Jens-Peter Barnekow, Gieseke, Fabian, Tucker, Compton J, Saatchi, Sassan, Fensholt, Rasmus
Published in Nature climate change (01.01.2023)
Published in Nature climate change (01.01.2023)
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Journal Article