GENERATING IMPACT MAPS FROM AUTOMATICALLY DETECTED BOMB CRATERS IN AERIAL WARTIME IMAGES USING MARKED POINT PROCESSES

Kruse, Christian; Rottensteiner, Franz; Hoberg, Thorsten; Ziems, Marcel; Rebke, Julia; Heipke, Christian

doi:https://doi.org/10.5194/isprs-annals-IV-3-127-2018

Articles | Volume IV-3

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Articles | Volume IV-3

https://doi.org/10.5194/isprs-annals-IV-3-127-2018

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23 Apr 2018

| 23 Apr 2018

GENERATING IMPACT MAPS FROM AUTOMATICALLY DETECTED BOMB CRATERS IN AERIAL WARTIME IMAGES USING MARKED POINT PROCESSES

Christian Kruse, Franz Rottensteiner, Thorsten Hoberg, Marcel Ziems, Julia Rebke, and Christian Heipke

Christian Kruse

Institute of Photogrammetry and GeoInformation, Leibniz Universität Hannover, 30167 Hanover, Germany

Franz Rottensteiner

Institute of Photogrammetry and GeoInformation, Leibniz Universität Hannover, 30167 Hanover, Germany

Thorsten Hoberg

State Office for Geoinformation and Surveying of Lower Saxony, 30659 Hanover, Germany

Marcel Ziems

State Office for Geoinformation and Surveying of Lower Saxony, 30659 Hanover, Germany

Julia Rebke

State Office for Geoinformation and Surveying of Lower Saxony, 30659 Hanover, Germany

Christian Heipke

Institute of Photogrammetry and GeoInformation, Leibniz Universität Hannover, 30167 Hanover, Germany

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INTEGRATING MOTION PRIORS FOR END-TO-END ATTENTION-BASED MULTI-OBJECT TRACKING

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1619–1626, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1619-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1619-2023, 2023

ENHANCING THE QUALITY OF CNN-BASED BURNED AREA DETECTION IN SATELLITE IMAGERY THROUGH DATA AUGMENTATION

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1749–1755, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1749-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1749-2023, 2023

USING GHSL TO ANALYZE URBANIZATION AND LAND-USE EFFICIENCY IN THE PHILIPPINES FROM 1975–2020: TRENDS AND IMPLICATIONS FOR SUSTAINABLE DEVELOPMENT

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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 413–422, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-413-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-413-2023, 2023

VEHICLE POSE AND SHAPE ESTIMATION IN UAV IMAGERY USING A CNN

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USING TIME SERIES IMAGE DATA TO IMPROVE THE GENERALIZATION CAPABILITIES OF A CNN – THE EXAMPLE OF DEFORESTATION DETECTION WITH SENTINEL-2

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TRANSFORMER MODELS FOR MULTI-TEMPORAL LAND COVER CLASSIFICATION USING REMOTE SENSING IMAGES

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ADDRESSING CLASS IMBALANCE IN MULTI-CLASS IMAGE CLASSIFICATION BY MEANS OF AUXILIARY FEATURE SPACE RESTRICTIONS

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VEHICLE INSTANCE SEGMENTATION WITH ROTATED BOUNDING BOXES IN UAV IMAGES USING CNN

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SUPERVISED DETECTION OF BOMB CRATERS IN HISTORICAL AERIAL IMAGES USING CONVOLUTIONAL NEURAL NETWORKS

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VISION-BASED INDOOR LOCALIZATION VIA A VISUAL SLAM APPROACH

M. Li and F. Rottensteiner

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F. Rottensteiner and A. Yilmaz

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MARKED POINT PROCESSES FOR THE AUTOMATIC DETECTION OF BOMB CRATERS IN AERIAL WARTIME IMAGES

C. Kruse, F. Rottensteiner, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 51–60, https://doi.org/10.5194/isprs-archives-XLII-2-W13-51-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-51-2019, 2019

TOWARDS BETTER CLASSIFICATION OF LAND COVER AND LAND USE BASED ON CONVOLUTIONAL NEURAL NETWORKS

C. Yang, F. Rottensteiner, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 139–146, https://doi.org/10.5194/isprs-archives-XLII-2-W13-139-2019,https://doi.org/10.5194/isprs-archives-XLII-2-W13-139-2019, 2019

PREFACE – ISPRS WORKSHOP ON SEMANTIC SCENE ANALYSIS AND 3D RECONSTRUCTION FROM IMAGES AND IMAGE SEQUENCES (SEMANTICS3D 2019)

F. Rottensteiner and A. Yilmaz

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 3–4, https://doi.org/10.5194/isprs-annals-IV-2-W5-3-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-3-2019, 2019

PRECISE VEHICLE RECONSTRUCTION FOR AUTONOMOUS DRIVING APPLICATIONS

M. Coenen, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 21–28, https://doi.org/10.5194/isprs-annals-IV-2-W5-21-2019,https://doi.org/10.5194/isprs-annals-IV-2-W5-21-2019, 2019

CONFIDENCE-AWARE PEDESTRIAN TRACKING USING A STEREO CAMERA

U. Nguyen, F. Rottensteiner, and C. Heipke

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XXIII ISPRS Congress, Proceedings and Results – Volume XLI, Part A, 2016

L. Halounová, C. Heipke, and A. Radtke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-A, 1–298, https://doi.org/10.5194/isprs-archives-XLI-A-1-2018,https://doi.org/10.5194/isprs-archives-XLI-A-1-2018, 2018

THERMAL IR IMAGING: IMAGE QUALITY AND ORTHOPHOTO GENERATION

A. Sledz, J. Unger, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 413–420, https://doi.org/10.5194/isprs-archives-XLII-1-413-2018,https://doi.org/10.5194/isprs-archives-XLII-1-413-2018, 2018

IMPROVED CLASSIFICATION OF SATELLITE IMAGERY USING SPATIAL FEATURE MAPS EXTRACTED FROM SOCIAL MEDIA

A. Leichter, D. Wittich, F. Rottensteiner, M. Werner, and M. Sester

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4, 335–342, https://doi.org/10.5194/isprs-archives-XLII-4-335-2018,https://doi.org/10.5194/isprs-archives-XLII-4-335-2018, 2018

A COMPARISON OF TWO STRATEGIES FOR AVOIDING NEGATIVE TRANSFER IN DOMAIN ADAPTATION BASED ON LOGISTIC REGRESSION

A. Paul, K. Vogt, F. Rottensteiner, J. Ostermann, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 845–852, https://doi.org/10.5194/isprs-archives-XLII-2-845-2018,https://doi.org/10.5194/isprs-archives-XLII-2-845-2018, 2018

RECOVERING THE 3D POSE AND SHAPE OF VEHICLES FROM STEREO IMAGES

M. Coenen, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 73–80, https://doi.org/10.5194/isprs-annals-IV-2-73-2018,https://doi.org/10.5194/isprs-annals-IV-2-73-2018, 2018

ROBUST IMAGE ORIENTATION BASED ON RELATIVE ROTATIONS AND TIE POINTS

X. Wang, F. Rottensteiner, and C. Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 295–302, https://doi.org/10.5194/isprs-annals-IV-2-295-2018,https://doi.org/10.5194/isprs-annals-IV-2-295-2018, 2018

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A. Paul, C. Yang, U. Breitkopf, Y. Liu, Z. Wang, F. Rottensteiner, M. Wallner, A. Verworn, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 1355–1362, https://doi.org/10.5194/isprs-archives-XLII-3-1355-2018,https://doi.org/10.5194/isprs-archives-XLII-3-1355-2018, 2018

CLASSIFICATION OF LAND COVER AND LAND USE BASED ON CONVOLUTIONAL NEURAL NETWORKS

Chun Yang, Franz Rottensteiner, and Christian Heipke

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 251–258, https://doi.org/10.5194/isprs-annals-IV-3-251-2018,https://doi.org/10.5194/isprs-annals-IV-3-251-2018, 2018

ASSIGNING TIE POINTS TO A GENERALISED BUILDING MODEL FOR UAS IMAGE ORIENTATION

J. Unger, F. Rottensteiner, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W6, 385–392, https://doi.org/10.5194/isprs-archives-XLII-2-W6-385-2017,https://doi.org/10.5194/isprs-archives-XLII-2-W6-385-2017, 2017

DETECTION AND 3D MODELLING OF VEHICLES FROM TERRESTRIAL STEREO IMAGE PAIRS

M. Coenen, F. Rottensteiner, and C. Heipke

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 505–512, https://doi.org/10.5194/isprs-archives-XLII-1-W1-505-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-505-2017, 2017

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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 1–2, https://doi.org/10.5194/isprs-annals-IV-1-W1-1-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-1-2017, 2017

Preface

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 1–2, https://doi.org/10.5194/isprs-archives-XLII-1-W1-1-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-1-2017, 2017

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 11–16, https://doi.org/10.5194/isprs-archives-XLII-1-W1-11-2017,https://doi.org/10.5194/isprs-archives-XLII-1-W1-11-2017, 2017

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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 215–222, https://doi.org/10.5194/isprs-annals-IV-1-W1-215-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-215-2017, 2017

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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 229–236, https://doi.org/10.5194/isprs-annals-IV-1-W1-229-2017,https://doi.org/10.5194/isprs-annals-IV-1-W1-229-2017, 2017

GENERATING IMPACT MAPS FROM AUTOMATICALLY DETECTED BOMB CRATERS IN AERIAL WARTIME IMAGES USING MARKED POINT PROCESSES

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