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5th International Workshop
Point Cloud Processing

When

Feb 4-5, 2027

Where

Stuttgart, Germany

 

About The Event

5th International Workshop “Point Cloud Processing"

The 5th International Workshop on Point Cloud Processing is a 1.5 day seminar co-organized by the Institute for Photogrammetry, University of Stuttgart and EuroSDR.

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Topics | Focus

Point clouds captured from aerial and mobile mapping platforms are an important source of information in the geospatial domain. Ongoing research efforts on Multi-View-Stereo-Matching and LiDAR sensor technology provide data of remarkable accuracy, density and reliability. In addition to the provision of core geometric information, point clouds are the foundation of tasks like land use classification and 3D modelling. Also triggered by the recent developments in the field of geometric Deep Learning, the automatic interpretation of unordered point sets to generate high-level 3D representations of the environment i.e. by 3D building models is becoming mainstream.

In view of these developments, the 5th International Workshop on Point Cloud Processing brings together experts from industry, academia and national mapping agencies to present and discuss the processing, evaluation and interpretant of point clouds with a main focus on mapping purposes.

The program will provide a mix of invited speakers from industry, academia and governmental organizations as well as presentations selected on an abstract based review process.

Themes of the event include

  • Hardware developments
  • Visualization and acquisition
  • Multi-Modal data processing LiDAR and imagery
  • Semantic segmentation and classification
  • Automatic generation of building models
  • Applications and use-cases from practice

 

Presentations| Call

Prospective presenters may send a 1000 word abstract to pcp2027@ifp.uni-stuttgart.de till November 1st.

Selection of presentations will be based on abstract review by the organizers. Workshop material will cover abstracts and presentation slides.

Event | program

Tentative program

Thursday, February 4, 2027

 
8:30    Registrations of participants
 
9:00 – 10:40    Welcome and Nation Wide Data processing - perspectives from NMAs
  • Florian Gandro, Swisstopo, Switzerland
    Full integration of Point Clouds in the new production environment at swisstopo
  • Léa Vauchier, IGN, France
    An update on the LidarHD project and its usage for new IGN projects
  • James Gillespie et al., Ordnance Survey, UK
    From mobile mapping to reusable ground control: evaluating OSMOSIS for aerial imagery georeferencing
  • Gottfried Mandlburger, TU Vienna, Austria
    STAC (SpatioTemporal Asset Catalog) for the Management and Distribution of Nationwide Point Clouds and Digital Elevation Models
  • Alex Salvatierra et al., Public University of Navarre, Spain
    Current and Future Challenge for Swisstopo in Terms of Acquisition, Use, Management and Updating of High Accuracy Elevation Point Clouds
     
10:40 - 11:00    Coffee Break

 

11:00 - 12:40    Nation Wide Data processing - perspectives from industry
  • Nejc Dougan, Flai, Slovenia
    99% accurate and still wrong: rethinking quality metrics for AI-classified point clouds
  • Mathias Rothermel, ESRI, Germany
    Potential of Gaussian Splatting for Photogrammetry.
  • Filipe Pinto et al., TopoDOT, USA
    The Future of LiDAR Surveying: Discovery, Communication, and Collaboration
  • Uwe Bacher, Octave, Germany
    Digital Twin Germany
  • Bernhard Schachinger, Vexcel, Austria
    Exploring UltraCam Data: Imagery, Point Clouds, and Next-Generation DSMs
     
12:40 - 13:10    Coffee Break with finger food

 

13:10 - 14:50    Georeferencing and Change Detection
  • Florian Pöppl, Riegl, Austria
    Georeferencing of LiDAR Point Clouds: Past, Present and Future
  • Jan Skaloud, EPFL, Switzerland
    Integrated orientation of ALS and imagery on high-definition hybrid systems
  • George Vosselman, University of Twente, The Netherlands
    Challenges in airborne laser scanning without GNNS
  • Sébastien Lefèvre, IRISA, Université Bretagne Sud, France
    When deep learning meets point clouds and change detection
  • Jiaojiao Tian, DLR, Germany
    The Evolution of 3D Building Change Detection- from 2.5 multimodal fusion to 3D representation
     
14:50 - 15:20    Coffee Break

 

15:20 - 17:20    Poster Session - including short pitch with 2 minutes and (max) 2 slides for each poster
  • Eveli Sisas et al., University of Tartu, Estonia
    Ensuring consistent vegetation structure mapping from national airborne laser scanning: lessons from Estonia
  • Emilie Vautier et al., IGN, France
    LiS2Forest: a national-scale LiDAR, Sentinel-2 and field inventory dataset to study acquisition heterogeneity in forest analysis
  • Clara Lößl et al., University of Osnabrück, Germany
    A comparison between Low-Cost and High-End Laser Scanners for Biomass Estimation in Tree Plantations
  • Eetu Painilainen et al., Finnish Geospatial Research Institute (FGI), Finland
    An Open Research Challenge: Quantitative Registration of Non-Rigid Plant Dynamics in LiDAR Point Cloud Time Series
  • Iuliana Maria PÂRVU, Șef Serviciu Fotogrammetrie Centrul National de Cartografie Bucuresti, Romania
    3D City Models for Heavy Rainfall Resilience in Local Communities
  • Marco Hannemann et al. BKG, Germany
    The Digital Twin Germany: Mapping Energy infrastructures from ALS point clouds
  • Johannes Jurgovsky et al., Bayerische Landesanstalt für Wald und Forstwirtschaft, Germany
    Observation-Aware Reconstruction of Vegetation Structure from Multi-Return Airborne LiDAR
  • Noam Shwarts Survey of Israel
    Navigating the Depths and the Skies: Challenges in Executing a National Coastal Bathymetric LiDAR Survey During Wartime
  • Ole Thomas Petrusson et al., Bekk Consulting, Norway
    Towards Multi-Class Labelling of Norway's National Point Cloud Archive: Superpoint Transformers Operationalized on Databricks
  • Elias Humm, DB InfraGO AG, Germany
    Comparison of 3D Point Cloud Classification Software for railway infrastructure assets and integration into Deutsche Bahn GIS
  • Enrique Poveda Lorente et al., Universidad Politécnica de Madrid, Spain
    Methodological advances in evaluating local feature extractors for semantic segmentation of airborne LiDAR point clouds
  • Anthony Famurewa, Federal University of Technology, Akure, Nigeria
    Automated Rooftop Geometry Extraction and Solar Potential Optimization: A Multi-Modal Point Cloud and Geospatial Machine Learning Approach
  • Jiuli Zhang, Nagoya University, Japan
    Recovering Individual Buildings from Urban ALS Point Clouds through Roof-Primitive Relation Learning
  • Pedro Benevides, Equipa Multidisciplinar Inteligência Geoespacial (GeoInt), Portugal
    Exploring the national airborne LiDAR coverage to improve the Portuguese Land Cover Monitoring System products and derive new value-added geospatial datasets
  • Pengying Liu et al., Henan University, China
    Adaptive regularization for reducing shadow artifacts in lunar south polar shape from shading
  • Mohammad Mahdi Rajabi, DataFre8, Luxembourg
    From Point Clouds to Robotics Simulation: Can We Scale the Conversion?
  • Miloš Rusnák et al., Slovak Academy of Sciences, Bratislava, Slovakia
    Towards a River Digital Twin: Integrating UAV-Based Bathymetry, 3D Point Clouds and Biogeomorphic Monitoring of River Corridors
  • Geethanjali Anjanappa et al., University of Twente, The Netherlands
    BiFusionNet: Bidirectional Local-Global Feature Fusion for Joint Semantic Segmentation of Airborne Images and LiDAR Point Clouds
  • Guillaume Houle, Hydro-Québec research institute VAREN, Canada
    An Open-Source LiDAR Classification Framework and Dataset for Overhead Distribution Networks
  • Mercy Akintola Onaopemipo, Federal University of Technology, Akure, Nigeria
    Integrating LiDAR Point Clouds and Multimodal Earth Observation for High-Resolution Relative Sea Level Rise and Coastal Vulnerability Mapping in Lagos, Nigeria
  • Sima Ahmadi, Tehran, Iran
    From Raw Soundings to Dredging Volumes: An Automated Python Workflow for Multibeam Bathymetric Point Cloud Processing in Port Monitoring

  •  
19:00    Social dinner

 

Friday, February 5, 2027

 
8:30 – 10:10    Forestry
  • Arttu Soininen, Terrasolid, Finland
    Tree Mass Computation from Lidar Pulses
  • Yuha Hyyppä, National Land Survey of Finland
    Intelligent point cloud processing for individual tree inventories
  • Bruno Vallet, IGN, France
    Parametric 3D tree reconstruction from aerial LiDAR
  • Clara Lößl et al., University of Osnabrück, Germany
    A look into the application of sparse tensor networks for individual tree diameter estimation in mixed forests
  • Josafat-Mattias Burmeister et al., University of Potsdam, Germany
    Tree Instance Segmentation in Dense Forest Point Clouds: Methods, Challenges, and Benchmarking
     
10:10 - 10:30    Coffee Break

 

10:30 – 12:10    Semantic Segmentation of Point Clouds
  • Ville Lehtola, University of Twente, The Netherlands
    Mapping with Meaning: How Geometry and Semantics Improve Each Other
  • Florent Poux, 3D Geodata Academy | University of Liege, Belgium
    3D foundation models for point cloud understanding
  • Kevin Qiu et al., TU Darmstadt, Germany
    Emerging 3D Point Cloud Foundation Models: Are They Ready for Geospatial Data?
  • YAO, Wei et al., Chinese Academy of Sciences, China
    A Cluster-Centric Paradigm for Annotation-Free Open-Set Semantic Segmentation of Aerial Point Clouds with Domain Shifts
  • A. Gressin et al., School of Engineering and Management Vaud, Switzerland
    From national LiDAR archives to trained models: an open toolkit for deep semantic segmentation at archive scale
     
12:10    Closing

 

Venue | Accomodation

Venue

GENO-Haus Stuttgart located at Heilbronner Straße 41, 70191 Stuttgart.

Accomodation

Rooms can be found at Stuttgart tourist https://book.stuttgart-tourist.de/stuttgart/ukv/result?lang=en.

Event | Organizers

Norbert Haala

Norbert Haala

University of Stuttgart
Academic Delegate EuroSDR (Germany)

ifp
Markus Englich

Markus Englich

University of Stuttgart
 

ifp
Fabio Remondino

Fabio Remondino

FBK Trento
 

FBK
George Vosselman

George Vosselman

University of Twente
Academic Delegate EuroSDR (Netherlands)

University of Twente

Pricing | registration