Karl Stampfer

According to our database, Karl Stampfer authored at least 17 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Robot usability in the wild: bridging accessibility gaps for diverse user groups in complex forestry operations.

Florian Ehrlich-Sommer, Bernhard Hoerl, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Andreas Holzinger

Univers. Access Inf. Soc., August, 2025

Usability in human-robot collaborative workspaces.

Lisa-Marie Schraick, Florian Ehrlich-Sommer, Karl Stampfer, Oliver Meixner, Andreas Holzinger

Univers. Access Inf. Soc., June, 2025

Enhancing trust in automated 3D point cloud data interpretation through explainable counterfactuals.

Andreas Holzinger, Niko Lukac, Dzemail Rozajac, Emile Johnston, Veljka Kocic, Bernhard Hoerl, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Stefan Schweng, Javier Del Ser

Inf. Fusion, 2025

Measurement of sawlog stacks on an individual log basis using LiDAR.

Lukas Moik, Christoph Gollob, Tobias Ofner-Graff, Valentin Sarkleti, Tim Ritter, Andreas Tockner, Sarah Witzmann, Ralf Kraßnitzer, Karl Stampfer, Arne Nothdurft

Comput. Electron. Agric., 2025

LLM in the Loop: A Framework for Contextualizing Counterfactual Segment Perturbations in Point Clouds.

Veljka Kocic, Niko Lukac, Dzemail Rozajac, Stefan Schweng, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Javier Del Ser, Andreas Holzinger

IEEE Access, 2025

2024

Spatial Prediction of Diameter Distributions for the Alpine Protection Forests in Ebensee, Austria, Using ALS/PLS and Spatial Distributional Regression Models.

Arne Nothdurft, Andreas Tockner, Sarah Witzmann, Christoph Gollob, Tim Ritter, Ralf Kraßnitzer, Karl Stampfer, Andrew O. Finley

Remote. Sens., June, 2024

Sensors for Digital Transformation in Smart Forestry.

Florian Ehrlich-Sommer, Ferdinand Hönigsberger, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Andreas Holzinger

Sensors, February, 2024

col-LAUT - Colorized point clouds of marked trees collected with Terrestrial and Personal laser scanning from Austrian forest stands.

Sarah Wagner, Alessa Angerschmid, Anna Saranti, Christoph Gollob, Tim Ritter, Ralf Krassnitzer, Andreas Tockner, Sarah Witzmann, Andreas Holzinger, Karl Stampfer, Arne Nothdurft

Dataset, February, 2024

From 3D point-cloud data to explainable geometric deep learning: State-of-the-art and future challenges.

Anna Saranti, Bastian Pfeifer, Christoph Gollob, Karl Stampfer, Andreas Holzinger

WIREs Data. Mining. Knowl. Discov., 2024

Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS).

Sarah Wagner, Alessa Angerschmid, Anna Saranti, Christoph Gollob, Tim Ritter, Ralf Krassnitzer, Andreas Tockner, Sarah Witzmann, Andreas Holzinger, Karl Stampfer, Arne Nothdurft

Ecol. Informatics, 2024

2022

SKY-LAUT - Carriage-based laser scanner data from Austrian forest stands.

Christoph Gollob, Ralf Krassnitzer, Tim Ritter, Andreas Tockner, Gernot Erber, Martin Kühmaier, Ferdinand Hönigsberger, Thomas Varch, Andreas Holzinger, Karl Stampfer, Arne Nothdurft

Dataset, November, 2022

SKY-LAUT - Carriage-based laser scanner data from Austrian forest stands.

Christoph Gollob, Ralf Krassnitzer, Tim Ritter, Andreas Tockner, Gernot Erber, Martin Kühmaier, Ferdinand Hönigsberger, Thomas Varch, Andreas Holzinger, Karl Stampfer, Arne Nothdurft

Dataset, November, 2022

Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions.

Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Andreas Gronauer, Vladimir Pejakovic, Francisco Medel-Jimenez, Theresa Krexner, Christoph Gollob, Karl Stampfer

Sensors, 2022

Accuracy and Precision of Stem Cross-Section Modeling in 3D Point Clouds from TLS and Caliper Measurements for Basal Area Estimation.

Sarah Witzmann, Laura Matitz, Christoph Gollob, Tim Ritter, Ralf Kraßnitzer, Andreas Tockner, Karl Stampfer, Arne Nothdurft

Remote. Sens., 2022

Challenges in Artificial Intelligence for Smart Forestry.

Andreas Holzinger, Karl Stampfer, Arne Nothdurft, Christoph Gollob, Peter Kieseberg

ERCIM News, 2022

Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations.

Ferdinand Hönigsberger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Christoph Gollob, Sarah Witzmann, Arne Nothdurft, Peter Kieseberg, Andreas Holzinger, Karl Stampfer

Proceedings of the Machine Learning and Knowledge Extraction, 2022

2017

Comparison of remote sensing based RFID and standard tree marking for timber harvesting.

Gerhard Pichler, Jose Alejandro Poveda Lopez, Gianni Picchi, Enda Nolan, Maximilian Kastner, Karl Stampfer, Martin Kühmaier

Comput. Electron. Agric., 2017