Conrad M Albrecht: Publications

Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium IEEE (2022) 139-142

Authors:

Yi Wang, Conrad M Albrecht, Xiao Xiang Zhu

More details from the publisher

More details

Towards Global Forest Biomass Estimators from Tree Height Data

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium IEEE (2022) 5652-5655

Authors:

Qian Song, Conrad M Albrecht, Zhitong Xiong, Xiao Xiang Zhu

More details from the publisher

More details

AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning

2021 IEEE International Conference on Big Data (Big Data) IEEE (2021) 1779-1786

Authors:

Conrad M Albrecht, Fernando Marianno, Levente J Klein

More details from the publisher

More details

PAIRS (RE)LOADED: SYSTEM DESIGN & BENCHMARKING FOR SCALABLE GEOSPATIAL APPLICATIONS

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Copernicus GmbH XLII-3/W12-2020 (2020) 255-260

Authors:

CM Albrecht, N Bobroff, B Elmegreen, M Freitag, HF Hamann, I Khabibrakhmanov, L Klein, S Lu, F Marianno, J Schmude, X Shao, C Siebenschuh, R Zhang

Abstract:

Abstract. In this paper we benchmark a previously introduced big data platform that enables the analysis of big data from remote sensing and other geospatial-temporal data. The platform, called IBM PAIRS Geoscope, has been developed by leveraging open source big data technologies (Hadoop/HBase) that are in principle scalable in storage and compute to hundreds of PetaBytes. Currently, PAIRS hosts multiple PetaBytes of curated and geospatial-temporally indexed data. It organizes all data with key-value combinations, performing analytics close to the data to minimize data movement.

More details from the publisher

Map Generation from Large Scale Incomplete and Inaccurate Data Labels

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ACM (2020) 2514-2522

Authors:

Rui Zhang, Conrad Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David Kung, Siyuan Lu

More details from the publisher

More details

Conrad M Albrecht

Sub department

Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning

Authors:

Towards Global Forest Biomass Estimators from Tree Height Data

Authors:

AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning

Authors:

PAIRS (RE)LOADED: SYSTEM DESIGN & BENCHMARKING FOR SCALABLE GEOSPATIAL APPLICATIONS

Authors:

Abstract:

Map Generation from Large Scale Incomplete and Inaccurate Data Labels

Authors:

FIND US

CONTACT US