D-Index & Metrics Best Publications

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 31 Citations 5,381 190 World Ranking 9684 National Ranking 464

Overview

What is he best known for?

The fields of study Franz Rottensteiner is best known for:

  • Lidar
  • Computer graphics (images)
  • Point cloud

Combining a variety of fields, including Lidar, Remote sensing and Point cloud, are what the author presents in his essays. While working in this field, Franz Rottensteiner studies both Remote sensing and Lidar. His Artificial intelligence study frequently links to other fields, such as Conditional random field, Point cloud, Pattern recognition (psychology) and Random forest. Pattern recognition (psychology) and Artificial intelligence are frequently intertwined in his study. He incorporates Data mining and Machine learning in his studies. He integrates Machine learning with Data mining in his research. His study in Evaluation methods extends to Reliability engineering with its themes. As part of his studies on Evaluation methods, he often connects relevant subjects like Reliability engineering. Franz Rottensteiner integrates Database with Data modeling in his study.

His most cited work include:

  • A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser Scanning (274 citations)
  • Automatic generation of high-quality building models from lidar data (176 citations)
  • CONDITIONAL RANDOM FIELDS FOR LIDAR POINT CLOUD CLASSIFICATION IN COMPLEX URBAN AREAS (84 citations)

What are the main themes of his work throughout his whole career to date

His Geometry research is linked to Point (geometry) and Orientation (vector space). In his works, he performs multidisciplinary study on Point (geometry) and Geometry. His work often combines Artificial intelligence and Machine learning studies. In his works, Franz Rottensteiner conducts interdisciplinary research on Machine learning and Artificial intelligence. His research on Remote sensing frequently connects to adjacent areas such as Geospatial analysis. He combines topics linked to Remote sensing with his work on Geospatial analysis. Computer vision is often connected to Multispectral image in his work. Many of his studies involve connections with topics such as Computer vision and Multispectral image. Many of his studies on Image (mathematics) involve topics that are commonly interrelated, such as Contextual image classification.

Franz Rottensteiner most often published in these fields:

  • Artificial intelligence (94.74%)
  • Remote sensing (57.89%)
  • Pattern recognition (psychology) (57.89%)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Contextual classification of lidar data and building object detection in urban areas

Joachim Niemeyer;Franz Rottensteiner;Uwe Soergel.
Isprs Journal of Photogrammetry and Remote Sensing (2014)

430 Citations

The ISPRS benchmark on urban object classification and 3D building reconstruction

Franz Rottensteiner;Gunho Sohn;Jaewook Jung;Markus Gerke.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2012)

361 Citations

Using the Dempster–Shafer method for the fusion of LIDAR data and multi-spectral images for building detection

Franz Rottensteiner;John C. Trinder;Simon Clode;Kurt Kubik.
Information Fusion (2005)

353 Citations

A Comparison of Evaluation Techniques for Building Extraction From Airborne Laser Scanning

M. Rutzinger;F. Rottensteiner;N. Pfeifer.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2009)

316 Citations

Results of the ISPRS benchmark on urban object detection and 3D building reconstruction

Franz Rottensteiner;Gunho Sohn;Markus Gerke;Jan Dirk Wegner.
Isprs Journal of Photogrammetry and Remote Sensing (2014)

316 Citations

Automatic generation of high-quality building models from lidar data

F. Rottensteiner.
IEEE Computer Graphics and Applications (2003)

264 Citations

Building detection by fusion of airborne laser scanner data and multi-spectral images : Performance evaluation and sensitivity analysis

Franz Rottensteiner;John Trinder;Simon Clode;Kurt Kubik.
Isprs Journal of Photogrammetry and Remote Sensing (2007)

202 Citations

AUTOMATIC GENERATION OF BUILDING MODELS FROM LIDAR DATA AND THE INTEGRATION OF AERIAL IMAGES

F. Rottensteiner;Ch . Briese.
(2003)

196 Citations

Detection and vectorization of roads from lidar data

Simon Clode;Franz Rottensteiner;Peter J. Kootsookos;Emanuel E. Zelniker.
Photogrammetric Engineering and Remote Sensing (2007)

180 Citations

The Automatic Extraction of Roads from LIDAR data

Simon Clode;Peter J. Kootsookos;Franz Rottensteiner.
The International Society for Photogrammetry and Remote Sensing's Twentieth Annual Congress (2004)

157 Citations

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Best Scientists Citing Franz Rottensteiner

George Vosselman

George Vosselman

University of Twente

Publications: 41

Uwe Stilla

Uwe Stilla

Technical University of Munich

Publications: 39

Clive S. Fraser

Clive S. Fraser

University of Melbourne

Publications: 35

Peter Reinartz

Peter Reinartz

German Aerospace Center

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Jonathan Li

Jonathan Li

University of Waterloo

Publications: 32

Fabio Remondino

Fabio Remondino

Kessler Foundation

Publications: 28

Norbert Pfeifer

Norbert Pfeifer

TU Wien

Publications: 23

Christian Heipke

Christian Heipke

University of Hannover

Publications: 21

Juha Hyyppä

Juha Hyyppä

Finnish Geospatial Research Institute

Publications: 19

Cheng Wang

Cheng Wang

Xiamen University

Publications: 19

Bernhard Höfle

Bernhard Höfle

Heidelberg University

Publications: 18

Jie Shan

Jie Shan

Purdue University West Lafayette

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Ayman Habib

Ayman Habib

Purdue University West Lafayette

Publications: 16

Bisheng Yang

Bisheng Yang

Wuhan University

Publications: 14

Konrad Schindler

Konrad Schindler

ETH Zurich

Publications: 14

Biswajeet Pradhan

Biswajeet Pradhan

University of Technology Sydney

Publications: 13

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