Search filters

List of works by Michael Schmitt

A framework for SAR-optical stereogrammetry over urban areas.

scientific article

A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks

scientific article published on 01 May 2020

Adaptive Multilooking of Airborne Single-Pass Multi-Baseline InSAR Stacks

Compressive Sensing Based Layover Separation in Airborne Single-Pass Multi-Baseline InSAR Data

Fusion of airborne multi-aspect InSAR data by simultaneous backward geocoding

scholarly article

Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network

scientific article published on 01 August 2019

Maximum-likelihood estimation for multi-aspect multi-baseline SAR interferometry of urban areas

article by Michael Schmitt et al published January 2014 in ISPRS Journal of Photogrammetry and Remote Sensing

Multilevel Feature Fusion-Based CNN for Local Climate Zone Classification From Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset

scientific article published in 2020

Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification

scientific article published in 2022

Radargrammetric registration of airborne multi-aspect SAR data of urban areas

So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]

scientific article published in 2020

Urban Building Classification (UBC) V2—A Benchmark for Global Building Detection and Fine-Grained Classification From Satellite Imagery

scientific article published in 2023

Utilization of airborne multi-aspect InSAR data for the generation of urban ortho-images

article published in 2010