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Browsing Fakultät für Bauingenieurwesen und Geodäsie by Author "20327ea3-1d19-4056-8e10-3cb50c3e6004"

Now showing items 1-6 of 6

Addressing Class Imbalance in Multi-Class Image Classification by Means of Auxiliary Feature Space Restrictions

Dorozynski, M.; Rottensteiner, F. (Katlenburg-Lindau : Copernicus Publications, 2022)

Learning from imbalanced class distributions generally leads to a classifier that is not able to distinguish classes with few training examples from the other classes. In the context of cultural heritage, addressing this ...
Building Change Detection in Airborne Laser Scanning and Dense Image Matching Point Clouds Using a Residual Neural Network

Politz, F.; Sester, M. (Katlenburg-Lindau : Copernicus Publications, 2022)

National Mapping Agencies (NMAs) acquire nation-wide point cloud data from Airborne Laser Scanning (ALS) sensors as well as using Dense Image Matching (DIM) on aerial images. As these datasets are often captured years ...
Deep Learning-Based Tracking of Multiple Objects in the Context of Farm Animal Ethology

Ali, R.; Dorozynski, M.; Stracke, J.; Mehltretter, M. (Katlenburg-Lindau : Copernicus Publications, 2022)

Automatic detection and tracking of individual animals is important to enhance their welfare and to improve our understanding of their behaviour. Due to methodological difficulties, especially in the context of poultry ...
Learning to Sieve: Prediction of Grading Curves from Images of Concrete Aggregate

Coenen, M.; Beyer, D.; Heipke, C.; Haist, M. (Katlenburg-Lindau : Copernicus Publications, 2022)

A large component of the building material concrete consists of aggregate with varying particle sizes between 0.125 and 32 mm. Its actual size distribution significantly affects the quality characteristics of the final ...
Self-Supervised Adversarial Shape Completion

Peters, T.; Schindler, K.; Brenner, C. (Katlenburg-Lindau : Copernicus Publications, 2022)

The goal of this paper is 3D shape completion: given an incomplete instance of a known category, hallucinate a complete version of it that is geometrically plausible. We develop an adversarial framework that makes it ...
Uncertainty Representation and Quantification of 3d Building Models

Zou, Q.; Sester, M. (Katlenburg-Lindau : Copernicus Publications, 2022)

The quality of environmental perception is of great interest for localization tasks in autonomous systems. Maps, generated from the sensed information, are often used as additional spatial references in these applications. ...

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Browsing Fakultät für Bauingenieurwesen und Geodäsie by Author "20327ea3-1d19-4056-8e10-3cb50c3e6004"

Browsing Fakultät für Bauingenieurwesen und Geodäsie by Author "20327ea3-1d19-4056-8e10-3cb50c3e6004"

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