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Publications

2022

3D GIS Semi-Automatized Modelling Procedure for the Conservation of the PHiM: Heritage Municipal Buildings of Seville (Spain). A New Dimension for Urban Cultural Data Management

Hidalgo-Sánchez, F. M., Mascort-Albea, E. J., Kada, M., Romero-Hernández, R., Canivell, J. and López-Larrínaga, F.

Journal on Computing and Cultural Heritage. Association for Computing Machinery., 15(1) 2022

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Improving Road Surface Area Extraction via Semantic Segmentation with Conditional Generative Learning for Deep Inpainting Operations

Cira, C.-I., Kada, M., Manso-Callejo, M.-Á., Alcarria, R. and Bordel Sanchez, B. B.

ISPRS International Journal of Geo-Information. MDPI AG, 11(1), 43. 2022

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3D Reconstruction of Simple Buildings from Point Clouds using Neural Networks with Continuous Convolutions (ConvPoint)

Kada, M.

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-4/W4-2022, 61–66. 2022

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Deep Learning for 3D Building Reconstruction: a Review

Buyukdemircioglu, M., Kocaman, S. and Kada, M.

, XLIII-B2-2022, 359–366. 2022

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Deep Learning Based Building Footprint Extraction from Very High Resolution True Orthophotos and NDSM

Buyukdemircioglu, M., Can, R., Kocaman, S. and Kada, M.

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-2-2022, 211–218. 2022

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2021

Building Roof Superstructures Classification from Imbalanced and Low Density Airborne LiDAR Point Cloud

Aissou, B. E., Aissa, A. B., Dairi, A., Harrou, F., Wichmann, A. and Kada, M.

IEEE Sensors Journal, 21, 14960–14976. 2021

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LSTM Architectures for Facade Structure Completion

Hensel, S., Goebbels, S. and Kada, M.

Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP,. SciTePress, 15–24. 2021

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Building roof vectorization with PPGNet

Hensel, S., Goebbels, S. and Kada, M.

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVI-4/W4-2021, 85–90. 2021

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ALS Point Cloud Classification using PointNet++ and KPConv with Prior Knowledge

Kada, M. and Kuramin, D.

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVI-4/W4-2021, 91–96. 2021

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Exploring the Latent Manifold of City Patterns

Agoub, A. and Kada, M.

ISPRS International Journal of Geo-Information, 10(683) 2021

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2020

Quantitative assessment of ground deformations for the risk management of petroleum and gas pipelines using radar interferometry

Bayramov, E., Buchroithner, M. and Kada, M.

Geomatics, Natural Hazards and Risk. Taylor & Francis, 11(1), 2540–2568. 2020

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