selected publications

• academic article

  • BUILDING ROOF VECTORIZATION WITH PPGNET.  The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  XLVI-4/W4-2021:85-90. 2021
  • Building Roof Superstructures Classification From Imbalanced and Low Density Airborne LiDAR Point Cloud.  IEEE Sensors Journal.  21:14960-14976. 2021
  • FACADE RECONSTRUCTION FOR TEXTURED LOD2 CITYGML MODELS BASED ON DEEP LEARNING AND MIXED INTEGER LINEAR PROGRAMMING.  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  IV-2/W5:37-44. 2019
  • JOINT SIMULTANEOUS RECONSTRUCTION OF REGULARIZED BUILDING SUPERSTRUCTURES FROM LOW-DENSITY LIDAR DATA USING ICP.  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  III-3:371-378. 2016
  • INTEGRATION OF BUILDING KNOWLEDGE INTO BINARY SPACE PARTITIONING FOR THE RECONSTRUCTION OF REGULARIZED BUILDING MODELS.  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  II-3/W5:541-548. 2015
  • 3D Building Adjustment Using Planar Half-Space Regularities.  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  II-3:189-196. 2014
  • Feature-Driven 3D Building Modeling using Planar Halfspaces.  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  II-3/W3:37-42. 2013
  • SUB-SURFACE GROWING AND BOUNDARY GENERALIZATION FOR 3D BUILDING RECONSTRUCTION.  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.  I-3:233-238. 2012
  • 3D BUILDING RECONSTRUCTION FROM LIDAR BASED ON A CELL DECOMPOSITION APPROACH.  .  2009
  • 3D BUILDING GENERALIZATION BASED ON HALF-SPACE MODELING.  .  2006
  • FAÇADE TEXTURING FOR RENDERING 3D CITY MODELS.  .  2005

• chapter

  • Facade Layout Completion with Long Short-Term Memory Networks.  Communications in computer and information science. 21-40. 2023
  • Scale-Dependent Simplification of 3D Building Models Based on Cell Decomposition and Primitive Instancing.  Springer eBooks. 222-237. 2007

• conference paper

  • LSTM Architectures for Facade Structure Completion.  . 2021