Change Detection from Remote Sensing to Guide OpenStreetMap Labeling
Albrecht, Conrad M., Zhang, Rui, Cui, Xiaodong, Freitag, Marcus, Hamann, Hendrik F., Klein, Levente J., Finkler, Ulrich, Marianno, Fernando, Schmude, Johannes, Bobroff, Norman, Zhang, Wei, Siebenschuh, Carlo, Lu, Siyuan
Published in ISPRS international journal of geo-information (01.07.2020)
Published in ISPRS international journal of geo-information (01.07.2020)
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Journal Article
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Liu, Chenying, Albrecht, Conrad M, Wang, Yi, Li, Qingyu, Zhu, Xiao Xiang
Published in IEEE transactions on geoscience and remote sensing (01.01.2024)
Published in IEEE transactions on geoscience and remote sensing (01.01.2024)
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Journal Article
AI-accelerated Nazca survey nearly doubles the number of known figurative geoglyphs and sheds light on their purpose
Sakai, Masato, Sakurai, Akihisa, Lu, Siyuan, Olano, Jorge, Albrecht, Conrad M, Hamann, Hendrik F, Freitag, Marcus
Published in Proceedings of the National Academy of Sciences - PNAS (01.10.2024)
Published in Proceedings of the National Academy of Sciences - PNAS (01.10.2024)
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Journal Article
Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning
Wang, Yi, Albrecht, Conrad M, Zhu, Xiao Xiang
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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Conference Proceeding
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning
Albrecht, Conrad M, Marianno, Fernando, Klein, Levente J
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Conference Proceeding
Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels
Liu, Chenying, Albrecht, Conrad M, Wang, Yi, Zhu, Xiao Xiang
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
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Conference Proceeding
Monitoring Urban Forests from Auto-Generated Segmentation MAPS
Albrecht, Conrad M, Liu, Chenying, Wang, Yi, Klein, Levente, Zhu, Xiao Xiang
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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Conference Proceeding
Towards Global Forest Biomass Estimators from Tree Height Data
Song, Qian, Albrecht, Conrad M, Xiong, Zhitong, Zhu, Xiao Xiang
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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Conference Proceeding
Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network
Nathaniel, Juan, Nyirjesy, Gabrielle, Watson, Campbell D., Albrecht, Conrad M., Klein, Levente J.
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
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Conference Proceeding
Learning and Recognizing Archeological Features from LiDAR Data
Albrecht, Conrad M, Fisher, Chris, Freitag, Marcus, Hamann, Hendrik F, Pankanti, Sharathchandra, Pezzutti, Florencia, Rossi, Francesca
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Conference Proceeding
Self-Supervised Learning in Remote Sensing: A review
Wang, Yi, Albrecht, Conrad M., Braham, Nassim Ait Ali, Mou, Lichao, Zhu, Xiao Xiang
Published in IEEE geoscience and remote sensing magazine (01.12.2022)
Published in IEEE geoscience and remote sensing magazine (01.12.2022)
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Journal Article
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Wang, Yi, Liu, Chenying, Tiwari, Arti, Silver, Micha, Karnieli, Arnon, Zhu, Xiao Xiang, Albrecht, Conrad M
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
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Conference Proceeding
Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View AssignmentCRediT
Pande, Shivam, Ali Braham, Nassim Ait, Wang, Yi, Albrecht, Conrad M, Banerjee, Biplab, Zhu, Xiao Xiang
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
Published in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (16.07.2023)
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Conference Proceeding
N-dimensional geospatial data and analytics for critical infrastructure risk assessment
Klein, Levente J, Albrecht, Conrad M, Zhou, Wang, Siebenschuh, Carlo, Pankanti, Sharathchandra, Hamann, Hendrik F, Lu, Siyuan
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Conference Proceeding
SSL4EO-S12: A large-scale multimodal, multitemporal dataset for self-supervised learning in Earth observation [Software and Data Sets]
Wang, Yi, Braham, Nassim Ait Ali, Xiong, Zhitong, Liu, Chenying, Albrecht, Conrad M., Zhu, Xiao Xiang
Published in IEEE geoscience and remote sensing magazine (01.09.2023)
Published in IEEE geoscience and remote sensing magazine (01.09.2023)
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Journal Article
PAIRS: A scalable geo-spatial data analytics platform
Klein, Levente J., Marianno, Fernando J., Albrecht, Conrad M., Freitag, Marcus, Siyuan Lu, Hinds, Nigel, Xiaoyan Shao, Bermudez Rodriguez, Sergio, Hamann, Hendrik F.
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
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Conference Proceeding
Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining
Wang, Yi, Albrecht, Conrad M, Zhu, Xiao Xiang
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
Published in IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium (07.07.2024)
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Conference Proceeding