Volker Steinhage, PD Dr.
Rheinische Friedrich-Wilhelms-Universität Bonn
H-index: 22
Europe-Germany
Top articles of Volker Steinhage, PD Dr.
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Action Detection for Wildlife Monitoring with Camera Traps Based on Segmentation with Filtering of Tracklets (SWIFT) and Mask-Guided Action Recognition (MAROON) | Applied Sciences | Frank Schindler Volker Steinhage Suzanne TS van Beeck Calkoen Marco Heurich | 2024/1/6 |
Deep Interpolation of Remote Sensing Land Surface Temperature Data with Partial Convolutions | Sensors | Florian Huber Stefan Schulz Volker Steinhage | 2024/1 |
The Potential of Diffusion-Based Near-Infrared Image Colorization | Sensors | Ayk Borstelmann Timm Haucke Volker Steinhage | 2024/2/28 |
On Convolutional Vision Transformers for Yield Prediction | arXiv preprint arXiv:2402.05557 | Alvin Inderka Florian Huber Volker Steinhage | 2024/2/8 |
Leveraging Remote Sensing Data for Yield Prediction with Deep Transfer Learning | Sensors | Florian Huber Alvin Inderka Volker Steinhage | 2024/1/24 |
A semi‐automated camera trap distance sampling approach for population density estimation | Remote Sensing in Ecology and Conservation | Maik Henrich Mercedes Burgueño Jacqueline Hoyer Timm Haucke Volker Steinhage | 2023 |
Grouping Shapley Value Feature Importances of Random Forests for Explainable Yield Prediction | Florian Huber Hannes Engler Anna Kicherer Katja Herzog Reinhard Töpfer | 2023/9/7 | |
PHENOquad: A new multi sensor platform for field phenotyping and screening of yield relevant characteristics within grapevine breeding research | Vitis | Hannes Engler Pascal Gauweiler Florian Huber Julius Krause Benedikt Fischer | 2023/7/2 |
Towards a multisensor station for automated biodiversity monitoring | Basic and Applied Ecology | J Wolfgang Wägele Paul Bodesheim Sarah J Bourlat Joachim Denzler Michael Diepenbroek | 2022/3/1 |
SOCRATES: a stereo camera trap for monitoring of biodiversity | arXiv preprint arXiv:2209.09070 | Timm Haucke Hjalmar S Kühl Volker Steinhage | 2022/9/19 |
SOCRATES: Introducing depth in visual wildlife monitoring using stereo vision | Sensors | Timm Haucke Hjalmar S Kühl Volker Steinhage | 2022/11/23 |
Image-based automated species identification: can virtual data augmentation overcome problems of insufficient sampling? | Systematic Biology | Morris Klasen Dirk Ahrens Jonas Eberle Volker Steinhage | 2022/3/1 |
Automated distance estimation for wildlife camera trapping | Ecological Informatics | Peter Johanns Timm Haucke Volker Steinhage | 2022/9/1 |
Instance segmentation and tracking of animals in wildlife videos: SWIFT-segmentation with filtering of tracklets | Ecological Informatics | Frank Schindler Volker Steinhage | 2022/11/1 |
Sensor based screening of yield relevant characteristics within grapevine breeding research. | Julius-Kühn-Archiv | Hannes Engler Pascal Gauweiler Florian Huber Julius Kraus Benedikt Fischer | 2022/7/1 |
Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches | Computers and Electronics in Agriculture | Florian Huber Artem Yushchenko Benedikt Stratmann Volker Steinhage | 2022/11/1 |
Overcoming the distance estimation bottleneck in estimating animal abundance with camera traps | Ecological Informatics | Timm Haucke Hjalmar S Kühl Jacqueline Hoyer Volker Steinhage | 2022/5/1 |
Wildlife 3D multi-object tracking | Ecological Informatics | Morris Klasen Volker Steinhage | 2022/11/1 |
Improving wildlife tracking using 3D information | Ecological Informatics | Morris Klasen Volker Steinhage | 2022/5/1 |
Relieving the phenotyping bottleneck for grape bunch architecture in grapevine breeding research: implementation of a 3D-based phenotyping approach for quantitative trait locus … | Horticulturae | Florian Rist Florian Schwander Robert Richter Jennifer Mack Anna Schwandner | 2022/10/5 |
Co-Authors
