ISPRS ICWG II/III
Pattern Analysis in Remote Sensing
Our Mission
ISPRS Inter Commission Working Group II/III aims at closing the gap between remote sensing and computer vision in pattern recognition and image analysis. We want to foster the introduction and adaption of new methodologies and algorithms of pattern analysis into the field of remote sensing. To this purpose, the WG organizes workshops to exchange the latest developments in pattern analysis in remote sensing.
Working Group Officers | ||
Chair | ||
![]() | Uwe Stilla Technische Universitaet Muenchen Photogrammetry & Remote Sensing Muenchen GERMANY +49 89 289 22670
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Co-Chair | ||
![]() | Jie Shan Purdue University School of Civil Engineering 550 Stadium Mall Drive West Lafayette, IN USA +1 765 494 2168
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Co-Chair | ||
![]() | Devis Tuia EPFL Valais Wallis Rue de l'Industrie 17 Case postale 440 CH-1951 Sion SWITZERLAND +41 21 693 00 11
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Secretary | ||
![]() | Ludwig Hoegner Technische Universitaet Muenchen Photogrammetry & Remote Sensing Muenchen GERMANY +49 89 289 22680
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Terms of Reference
- Automatic identification and learning of 2D and 3D patterns in uni-modal and multi-modal remote sensing data, e.g. multi-scale aerial and satellite data; multi- and hyperspectral data; SAR-, radargrammetric and SAR-tomography data
- Automatic identification and learning of temporal patterns in remote sensing data, e.g. image-based flow estimation and learning from InSAR data (traffic, glaciers, currents, etc.); analysis-by-synthesis approaches for motion and deformation modeling with passive and active sensors
- Integration of radiometry and radiometric models into pattern recognition; radiometrically enhanced object models for range-intensity images and sequences; integration of SAR-simulation into SAR-image and analysis
- Recognition of 2D and 3D patterns in remote sensing data exploiting 3d and 4d models (GIS / CAD / BIM )