EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION

Böge, M.; Bulatov, D.; Debroize, D.; Häufel, G.; Lucks, L.

doi:https://doi.org/10.5194/isprs-annals-V-3-2022-179-2022

Articles | Volume V-3-2022

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Articles | Volume V-3-2022

https://doi.org/10.5194/isprs-annals-V-3-2022-179-2022

Articles | Volume V-3-2022

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17 May 2022

| 17 May 2022

EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION

M. Böge, D. Bulatov, D. Debroize, G. Häufel, and L. Lucks

M. Böge

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB, Gutleuthausstrasse 1, 76275 Ettlingen, Germany

D. Bulatov

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB, Gutleuthausstrasse 1, 76275 Ettlingen, Germany

D. Debroize

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB, Gutleuthausstrasse 1, 76275 Ettlingen, Germany

G. Häufel

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB, Gutleuthausstrasse 1, 76275 Ettlingen, Germany

L. Lucks

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB, Gutleuthausstrasse 1, 76275 Ettlingen, Germany

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Unsupervised Bushfire Burn Severity Mapping Using Aerial and Satellite Imagery

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Improving Deep Learning based Point Cloud Classification using Markov Random Fields with Quadratic Pseudo-Boolean Optimization

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PARAMETER OPTIMIZATION FOR A THERMAL SIMULATION OF AN URBAN AREA

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GROUND FILTERING OF CO-REGISTERED MOBILE AND STATIONARY LASER SCANS BY USING SUPERPOINTS IN RANSAC PLANES

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A REGION-BASED MACHINE LEARNING APPROACH FOR SELF-DIAGNOSIS OF A 4D DIGITAL THERMAL TWIN

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ASSESSING GEO-TYPICAL TECHNIQUES FOR MODELING BUILDINGS USING THERMAL SIMULATIONS

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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 251–258, https://doi.org/10.5194/isprs-annals-V-4-2022-251-2022,https://doi.org/10.5194/isprs-annals-V-4-2022-251-2022, 2022

QUANTIFYING THE IMPACT OF URBAN INFILL ON THE URBAN HEAT ISLAND EFFECT – A CASE STUDY FOR AN ALTERNATIVE MEDIUM DENSITY MODEL

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IDENTIFICATION OF MISCLASSIFIED PIXELS IN SEMANTIC SEGMENTATION WITH UNCERTAINTY EVALUATION

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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 441–448, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-441-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-441-2021, 2021

TOWARDS DETECTION OF THERMAL ANOMALIES IN LARGE URBAN AREAS USING SIMULATION

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DTM CORRECTION IN AREAS OF STEEP SLOPES

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EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION

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