Wolfgang Middelmann

Proceedings of the 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2024

3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Comparing Machine Learning and Classical Approaches for Detection of Camouflage Targets in Hyperspectral Data.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

2023

Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Deep Self-Supervised Image Denoising for Joint Hyperspectral-Lidar Classification.

[BibT_eX]

[DOI]

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

Terrestrial Visual Dust Density Estimation Based On Deep Learning.

[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]

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

DustNet: Attention to Dust.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 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]

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

Self-Supervised Image Colorization for Semantic Segmentation of Urban Land Cover.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks.

[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 Domain Adaptation and Mitigation of Nonlinear Effects.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

2018

Improving the Efficiency of Land Cover Classification by Combining Segmentation, Hierarchical Clustering, and Active Learning.

[BibT_eX]

[DOI]

Uwe Stilla

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

Wolfgang Groß

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

2016

Active Learning with SVM for Land Cover Classification - What Can Go Wrong?

[BibT_eX]

[DOI]

Uwe Stilla

Proceedings of the Workshop on Active Learning: Applications, 2016

2015

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

[BibT_eX]

[DOI]

Wolfgang Groß

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]

Wolfgang Groß

Hendrik Schilling

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Quality preserving fusion of 3D triangle meshes.

[BibT_eX]

[DOI]

Dominik Perpeet

Proceedings of the 15th International Conference on Information Fusion, 2012

2009

An Efficient Parallel Algorithm for Graph-Based Image Segmentation.

[BibT_eX]

[DOI]

Jan Wassenberg

Peter Sanders

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2007

Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme.

[BibT_eX]

[DOI]

Alfons Ebert

Ulrich Thoennessen

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

A Perturbation Suppressing Segmentation Technique Based on Adaptive Diffusion.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Cognitive Vision and Perceptual Grouping by Production Systems with Blackboard Control - An Example for High-Resolution SAR-Images.

[BibT_eX]

[DOI]

Eckart Michaelsen

Uwe Sörgel

Proceedings of the Advances in Computer Graphics and Computer Vision, 2006

2003

Classification with Controlled Robustness in High-Resolution SAR Data.

[BibT_eX]

[DOI]