Wolfgang Middelmann

41 papers C 22Journal 6Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation. Int. J. Comput. Vis. Andreas Michel, Martin Weinmann, Jannick Kuester, Faisal Alnasser, Tomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
2024	C	`conf`	3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression. IGARSS Jannick Kuester, Wolfgang Gross, Andreas Michel, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
2024	C	`conf`	Comparing Machine Learning and Classical Approaches for Detection of Camouflage Targets in Hyperspectral Data. IGARSS Wolfgang Gross, Simon Schreiner, Jannick Kuester, Andreas Michel, Wolfgang Middelmann, Marius Vögtli, Luc Sierro, Mathias Kneubühler
2024	—	`conf`	Effects of a Multi-Sensor Convolutional Autoencoder Model for Lossy Hyperspectral Data Compression on Surveillance Target Detection. WHISPERS Jannick Kuester, Andreas Michel, Simon Schreiner, Wolfgang Middelmann, Wolfgang Gross, Michael Heizmann
2024	—	`conf`	Evaluation of Self-Supervised Learning Techniques for Non-Parametric Few-Shot Hyperspectral-Lidar Classification. WHISPERS Jonathan González-Santiago, Wolfgang Gross, Wolfgang Middelmann
2023	J	`jnl`	Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. Jannick Kuester, Wolfgang Gross, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
2023	C	`conf`	Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression. IGARSS Jannick Kuester, Wolfgang Groß, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
2023	C	`conf`	Deep Self-Supervised Hyperspectral-Lidar Fusion for Land Cover Classification. IGARSS Jonathan González-Santiago, Fabian Schenkel, Wolfgang Gross, Wolfgang Middelmann
2023	—	`conf`	Deep Self-Supervised Image Denoising for Joint Hyperspectral-Lidar Classification. WHISPERS Jonathan González-Santiago, Wolfgang Gross, Fabian Schenkel, Wolfgang Middelmann
2023	—	`conf`	DustNet: Attention to Dust. DAGM Andreas Michel, Martin Weinmann, Fabian Schenkel, Tomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
2023	C	`conf`	Experimental Approach to Camouflaged Target Detection and Camouflage Evaluation. IGARSS Wolfgang Gross, Florian Queck, Simon Schreiner, Jonas Mispelhorn, Jannick Kuester, Wolfgang Middelmann, Marius Vögtli, Mathias Kneubühler
2023	C	`conf`	Hyperthun'22: A Multi-Sensor Multi-Temporal Camouflage Detection Campaign. IGARSS Marius Vögtli, Luc Sierro, Mathias Kneubühler, Simon Schreiner, Wolfgang Gross, Florian Queck, Jannick Kuester, Jonas Mispelhorn, Wolfgang Middelmann
2023	C	`conf`	Terrestrial Visual Dust Density Estimation Based On Deep Learning. IGARSS Andreas Michel, Martin Weinmann, Fabian Schenkel, Thomas Gomez, Mark Falvey, Rainer Schmitz, Wolfgang Middelmann, Stefan Hinz
2022	—	`conf`	Class-aware Object Counting. WACV (Workshops) Andreas Michel, Wolfgang Gross, Fabian Schenkel, Wolfgang Middelmann
2022	—	`conf`	Deep Self-Supervised Pixel-Level Learning For Hyperspectral Classification. WHISPERS Jonathan González-Santiago, Fabian Schenkel, Wolfgang Gross, Wolfgang Middelmann
2022	—	`conf`	Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data. WHISPERS Jannick Kuester, Wolfgang Gross, Simon Schreiner, Michael Heizmann, Wolfgang Middelmann
2021	C	`conf`	Self-Supervised Image Colorization for Semantic Segmentation of Urban Land Cover. IGARSS Jonathan González-Santiago, Fabian Schenkel, Wolfgang Middelmann
2021	J	`jnl`	Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors. Autom. Simon Schreiner, Dubravko Culibrk, Michele Bandecchi, Wolfgang Gross, Wolfgang Middelmann
2020	C	`conf`	A Multi-Scale and Multi-Temporal Hyperspectral Target Detection Experiment - From Design to First Results. IGARSS Marius Vögtli, Simon Schreiner, Jonas E. Böhler, Wolfgang Groß, Jannick Kuester, Jonas Mispelhorn, Andreas Hueni, Wolfgang Middelmann, Mathias Kneubühler
2020	C	`conf`	Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks. IGARSS Fabian Schenkel, Wolfgang Middelmann
2020	C	`conf`	Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification. IGARSS Wolfgang Gross, Dimitri Bulatov, Simon Schreiner, Wolfgang Middelmann
2020	C	`conf`	Hyperspectral Band Selection within a Deep Reinforcement Learning Framework. IGARSS Andreas Michel, Wolfgang Groß, Fabian Schenkel, Wolfgang Middelmann
2019	C	`conf`	Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks. IGARSS Fabian Schenkel, Wolfgang Middelmann
2019	J	`jnl`	Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects. IEEE Trans. Geosci. Remote. Sens. Wolfgang Groß, Devis Tuia, Uwe Soergel, Wolfgang Middelmann
2018	J	`jnl`	Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hendrik Schilling, Dimitri Bulatov, Robin Niessner, Wolfgang Middelmann, Uwe Soergel
2018	C	`conf`	Improving Linear Classification Using Semi-Supervised Invertible Manifold Alignment. IGARSS Wolfgang Groß, Nayeli Espinosa, Merlin Becker, Simon Schreiner, Wolfgang Middelmann
2018	J	`jnl`	Improving the Efficiency of Land Cover Classification by Combining Segmentation, Hierarchical Clustering, and Active Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sebastian Wuttke, Wolfgang Middelmann, Uwe Stilla
2018	C	`conf`	Towards Fast 3D Reconstruction of Urban Areas from Aerial Nadir Images for a Near Real-Time Remote Sensing System. IGARSS Nayeli Espinosa, Andreas Lenz, Wolfgang Groß, Wolfgang Middelmann
2017	C	`conf`	Color-guided enhancement of airborne laser scanning data. IGARSS Goksu Keskin, Wolfgang Groß, Wolfgang Middelmann
2016	—	`conf`	Active Learning with SVM for Land Cover Classification - What Can Go Wrong? AL@iKNOW Sebastian Wuttke, Wolfgang Middelmann, Uwe Stilla
2015	C	`conf`	Evaluation and performance analysis of hydrocarbon detection methods using hyperspectral data. IGARSS Andreas Lenz, Hendrik Schilling, Wolfgang Groß, Wolfgang Middelmann
2015	—	`conf`	Transformation of hyperspectral data to improve classification by mitigating nonlinear effects. WHISPERS Wolfgang Groß, Sebastian Wuttke, Wolfgang Middelmann
2014	C	`conf`	Automatic in-flight boresight calibration considering topography for hyperspectral pushbroom sensors. IGARSS Andreas Lenz, Hendrik Schilling, Dominik Perpeet, Sebastian Wuttke, Wolfgang Groß, Wolfgang Middelmann
2014	C	`conf`	Automatic modeling of nonlinear signal source variations in hyperspectral data. IGARSS Wolfgang Groß, Goksu Keskin, Hendrik Schilling, Andreas Lenz, Wolfgang Middelmann
2012	C	`conf`	An approach to fully unsupervised hyperspectral unmixing. IGARSS Wolfgang Groß, Hendrik Schilling, Wolfgang Middelmann
2012	C	`conf`	Quality preserving fusion of 3D triangle meshes. FUSION Sebastian Wuttke, Dominik Perpeet, Wolfgang Middelmann
2009	C	`conf`	An Efficient Parallel Algorithm for Graph-Based Image Segmentation. CAIP Jan Wassenberg, Wolfgang Middelmann, Peter Sanders
2007	—	`conf`	A Perturbation Suppressing Segmentation Technique Based on Adaptive Diffusion. ICANNGA (2) Wolfgang Middelmann, Alfons Ebert, Tobias Deißler, Ulrich Thoennessen
2007	—	`conf`	Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme. ICANNGA (2) Wolfgang Middelmann, Alfons Ebert, Ulrich Thoennessen
2006	—	`conf`	Cognitive Vision and Perceptual Grouping by Production Systems with Blackboard Control - An Example for High-Resolution SAR-Images. VISIGRAPP (Selected Papers) Eckart Michaelsen, Wolfgang Middelmann, Uwe Sörgel
2003	—	`conf`	Classification with Controlled Robustness in High-Resolution SAR Data. DAGM-Symposium Wolfgang Middelmann