Matthias H. Braun

Orcid: 0000-0001-5169-1567

Affiliations:
  • Friedrich-Alexander-University Erlangen-Nuremberg, Department of Computer Science, Germany


According to our database1, Matthias H. Braun authored at least 34 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Contextual HookFormer for Glacier Calving Front Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Supraglacial Lake Evolution over Northeast Greenland Using Deep Learning Methods.
Remote. Sens., September, 2023

Automated Detection of Glacier Surges from Sentinel-1 Surface Velocity Time Series - An Example from Svalbard.
Remote. Sens., March, 2023

AMD-HookNet for Glacier Front Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Caffe - A Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Conditional Random Fields for Improving Deep Learning-Based Glacier Calving Front Delineations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Pixelwise Distance Regression for Glacier Calving Front Detection and Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

How to Get the Most Out of U-Net for Glacier Calving Front Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Self-Trained Model for Cloud, Shadow and Snow Detection in Sentinel-2 Images of Snow- and Ice-Covered Regions.
Remote. Sens., 2022

2021
Increased Ice Thinning over Svalbard Measured by ICESat/ICESat-2 Laser Altimetry.
Remote. Sens., 2021

Geodetic Mass Balance of the South Shetland Islands Ice Caps, Antarctica, from Differencing TanDEM-X DEMs.
Remote. Sens., 2021

Fully Automated Detection of Supraglacial Lake Area for Northeast Greenland Using Sentinel-2 Time-Series.
Remote. Sens., 2021

Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation.
CoRR, 2021

On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.
CoRR, 2021

Glacier Calving Front Segmentation Using Attention U-Net.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Bayesian U-Net for Segmenting Glaciers in Sar Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Novel Techniques for Void Filling in Glacier Elevation Change Data Sets.
Remote. Sens., 2020

60 Years of Glacier Elevation and Mass Changes in the Maipo River Basin, Central Andes of Chile.
Remote. Sens., 2020

2019
Geodetic Mass Balances and Area Changes of Echaurren Norte Glacier (Central Andes, Chile) between 1955 and 2015.
Remote. Sens., 2019

2018
Elevation and Mass Changes of the Southern Patagonia Icefield Derived from TanDEM-X and SRTM Data.
Remote. Sens., 2018

2017
Glacier Changes in the Susitna Basin, Alaska, USA, (1951-2015) using GIS and Remote Sensing Methods.
Remote. Sens., 2017

Seasonal and Interannual Variability of Columbia Glacier, Alaska (2011-2016): Ice Velocity, Mass Flux, Surface Elevation and Front Position.
Remote. Sens., 2017

2016
Elevation Change Rates of Glaciers in the Lahaul-Spiti (Western Himalaya, India) during 2000-2012 and 2012-2013.
Remote. Sens., 2016

Robust Change Vector Analysis (RCVA) for multi-sensor very high resolution optical satellite data.
Int. J. Appl. Earth Obs. Geoinformation, 2016

2009
Recent Retreat of Wilkins Ice Shelf Reveals New Insights in Ice Shelf Breakup Mechanisms.
IEEE Geosci. Remote. Sens. Lett., 2009

2008
Monitoring and Modeling Urban Land-Use Change with Multitemporal Satellite Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
A Segment-Based Speckle Filter Using Multisensoral Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2007

Remote sensing data assimilation for regional crop growth modelling in the region of Bonn (Germany).
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Evaluation of driving forces of land-use change and urban growth in North Rhine-Westphalia (Germany).
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Random Feature Selection for Decision Tree Classification of Multi-temporal SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Determination of Glacier Velocities on King George Island (Antarctica) by DInSAR.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2003
Relative radiometric normalisation of multitemporal Landsat data-a comparison of different approaches.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003


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