Wolfgang Middelmann

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 25

Top Topics

Land Cover Classification

Hyperspectral Data

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Publications

Jonathan González-Santiago, Wolfgang Gross, Fabian Schenkel, Wolfgang Middelmann
Deep Self-Supervised Image Denoising for Joint Hyperspectral-Lidar Classification. WHISPERS (2023)
Jannick Kuester, Wolfgang Groß, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression. IGARSS (2023)
Andreas Michel, Martin Weinmann, Fabian Schenkel, Thomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
Terrestrial Visual Dust Density Estimation Based On Deep Learning. IGARSS (2023)
Andreas Michel, Martin Weinmann, Fabian Schenkel, Tomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
DustNet: Attention to Dust. DAGM (2023)
Jonathan González-Santiago, Fabian Schenkel, Wolfgang Gross, Wolfgang Middelmann
Deep Self-Supervised Hyperspectral-Lidar Fusion for Land Cover Classification. IGARSS (2023)
Wolfgang Gross, Florian Queck, Simon Schreiner, Jonas Mispelhorn, Jannick Kuester, Wolfgang Middelmann, Marius Vögtli, Mathias Kneubühler
Experimental Approach to Camouflaged Target Detection and Camouflage Evaluation. IGARSS (2023)
Marius Vögtli, Luc Sierro, Mathias Kneubühler, Simon Schreiner, Wolfgang Gross, Florian Queck, Jannick Kuester, Jonas Mispelhorn, Wolfgang Middelmann
Hyperthun'22: A Multi-Sensor Multi-Temporal Camouflage Detection Campaign. IGARSS (2023)
Jannick Kuester, Wolfgang Gross, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jonathan González-Santiago, Fabian Schenkel, Wolfgang Gross, Wolfgang Middelmann
Deep Self-Supervised Pixel-Level Learning For Hyperspectral Classification. WHISPERS (2022)
Jannick Kuester, Wolfgang Gross, Simon Schreiner, Michael Heizmann, Wolfgang Middelmann
Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data. WHISPERS (2022)
Andreas Michel, Wolfgang Gross, Fabian Schenkel, Wolfgang Middelmann
Class-aware Object Counting. WACV (Workshops) (2022)
Jonathan González-Santiago, Fabian Schenkel, Wolfgang Middelmann
Self-Supervised Image Colorization for Semantic Segmentation of Urban Land Cover. IGARSS (2021)
Simon Schreiner, Dubravko Culibrk, Michele Bandecchi, Wolfgang Gross, Wolfgang Middelmann
Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors. Autom. 69 (4) (2021)
Fabian Schenkel, Wolfgang Middelmann
Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks. IGARSS (2020)
Wolfgang Gross, Dimitri Bulatov, Simon Schreiner, Wolfgang Middelmann
Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification. IGARSS (2020)
Andreas Michel, Wolfgang Groß, Fabian Schenkel, Wolfgang Middelmann
Hyperspectral Band Selection within a Deep Reinforcement Learning Framework. IGARSS (2020)
Marius Vögtli, Simon Schreiner, Jonas E. Böhler, Wolfgang Groß, Jannick Kuester, Jonas Mispelhorn, Andreas Hueni, Wolfgang Middelmann, Mathias Kneubühler
A Multi-Scale and Multi-Temporal Hyperspectral Target Detection Experiment - From Design to First Results. IGARSS (2020)
Wolfgang Groß, Devis Tuia, Uwe Soergel, Wolfgang Middelmann
Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects. IEEE Trans. Geosci. Remote. Sens. 57 (8) (2019)
Fabian Schenkel, Wolfgang Middelmann
Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks. IGARSS (2019)
Wolfgang Groß, Nayeli Espinosa, Merlin Becker, Simon Schreiner, Wolfgang Middelmann
Improving Linear Classification Using Semi-Supervised Invertible Manifold Alignment. IGARSS (2018)
Nayeli Espinosa, Andreas Lenz, Wolfgang Groß, Wolfgang Middelmann
Towards Fast 3D Reconstruction of Urban Areas from Aerial Nadir Images for a Near Real-Time Remote Sensing System. IGARSS (2018)
Sebastian Wuttke, Wolfgang Middelmann, Uwe Stilla
Improving the Efficiency of Land Cover Classification by Combining Segmentation, Hierarchical Clustering, and Active Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Hendrik Schilling, Dimitri Bulatov, Robin Niessner, Wolfgang Middelmann, Uwe Soergel
Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Goksu Keskin, Wolfgang Groß, Wolfgang Middelmann
Color-guided enhancement of airborne laser scanning data. IGARSS (2017)
Sebastian Wuttke, Wolfgang Middelmann, Uwe Stilla
Active Learning with SVM for Land Cover Classification - What Can Go Wrong? AL@iKNOW (2016)
Andreas Lenz, Hendrik Schilling, Wolfgang Groß, Wolfgang Middelmann
Evaluation and performance analysis of hydrocarbon detection methods using hyperspectral data. IGARSS (2015)
Wolfgang Groß, Sebastian Wuttke, Wolfgang Middelmann
Transformation of hyperspectral data to improve classification by mitigating nonlinear effects. WHISPERS (2015)
Wolfgang Groß, Goksu Keskin, Hendrik Schilling, Andreas Lenz, Wolfgang Middelmann
Automatic modeling of nonlinear signal source variations in hyperspectral data. IGARSS (2014)
Andreas Lenz, Hendrik Schilling, Dominik Perpeet, Sebastian Wuttke, Wolfgang Groß, Wolfgang Middelmann
Automatic in-flight boresight calibration considering topography for hyperspectral pushbroom sensors. IGARSS (2014)
Wolfgang Groß, Hendrik Schilling, Wolfgang Middelmann
An approach to fully unsupervised hyperspectral unmixing. IGARSS (2012)
Sebastian Wuttke, Dominik Perpeet, Wolfgang Middelmann
Quality preserving fusion of 3D triangle meshes. FUSION (2012)
Jan Wassenberg, Wolfgang Middelmann, Peter Sanders
An Efficient Parallel Algorithm for Graph-Based Image Segmentation. CAIP (2009)
Wolfgang Middelmann, Alfons Ebert, Tobias Deißler, Ulrich Thoennessen
A Perturbation Suppressing Segmentation Technique Based on Adaptive Diffusion. ICANNGA (2) (2007)
Wolfgang Middelmann, Alfons Ebert, Ulrich Thoennessen
Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme. ICANNGA (2) (2007)
Eckart Michaelsen, Wolfgang Middelmann, Uwe Sörgel
Cognitive Vision and Perceptual Grouping by Production Systems with Blackboard Control - An Example for High-Resolution SAR-Images. VISIGRAPP (Selected Papers) (2006)
Wolfgang Middelmann
Classification with Controlled Robustness in High-Resolution SAR Data. DAGM-Symposium (2003)