Wolfgang Groß

Fabian Schenkel

Jonathan González-Santiago

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Hyperthun'22: A Multi-Sensor Multi-Temporal Camouflage Detection Campaign.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Experimental Approach to Camouflaged Target Detection and Camouflage Evaluation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Self-Supervised Hyperspectral-Lidar Fusion for Land Cover Classification.

[BibT_eX]

[DOI]

Fabian Schenkel

Jonathan González-Santiago

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Deep Self-Supervised Pixel-Level Learning For Hyperspectral Classification.

[BibT_eX]

[DOI]

Fabian Schenkel

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Class-aware Object Counting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

2021

Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors.

[BibT_eX]

[DOI]

Autom., 2021

2020

A Multi-Scale and Multi-Temporal Hyperspectral Target Detection Experiment - From Design to First Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Hyperspectral Band Selection within a Deep Reinforcement Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Nonlinear feature normalization for hyperspectral feature transfer

[BibT_eX]

[DOI]

PhD thesis, 2019

Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Application of Nonlinear Feature Normalization on Combined Hyperspectral and Lidar Data.

[BibT_eX]

[DOI]

Dimitri Bulatov

Peter Solbrig

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Improving Linear Classification Using Semi-Supervised Invertible Manifold Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Towards Fast 3D Reconstruction of Urban Areas from Aerial Nadir Images for a Near Real-Time Remote Sensing System.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Color-guided enhancement of airborne laser scanning data.

[BibT_eX]

[DOI]

Goksu Keskin

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Predicting Time Series with Space-Time Convolutional and Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2015

Transformation of hyperspectral data to improve classification by mitigating nonlinear effects.

[BibT_eX]

[DOI]

Sebastian Wuttke

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Evaluation and performance analysis of hydrocarbon detection methods using hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Automatic in-flight boresight calibration considering topography for hyperspectral pushbroom sensors.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automatic modeling of nonlinear signal source variations in hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012

An approach to fully unsupervised hyperspectral unmixing.

[BibT_eX]

[DOI]

Hendrik Schilling