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Volker Steinhage
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- affiliation: University of Bonn, Institute of Computer Science, Germany
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2020 – today
- 2024
- [j25]Florian Huber, Alvin Inderka
, Volker Steinhage
Leveraging Remote Sensing Data for Yield Prediction with Deep Transfer Learning. Sensors 24(3): 770 (2024) - [j24]Ayk Borstelmann
The Potential of Diffusion-Based Near-Infrared Image Colorization. Sensors 24(5): 1565 (2024) - [j23]Florian Huber, Stefan Schulz
Deep Interpolation of Remote Sensing Land Surface Temperature Data with Partial Convolutions. Sensors 24(5): 1604 (2024) - [i13]Alvin Inderka, Florian Huber, Volker Steinhage:
On Convolutional Vision Transformers for Yield Prediction. CoRR abs/2402.05557 (2024) - 2023
- [i12]Florian Huber
Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction. CoRR abs/2304.07111 (2023) - 2022
- [j22]Florian Huber
Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches. Comput. Electron. Agric. 202: 107346 (2022) - [j21]Morris Klasen, Volker Steinhage:
Improving wildlife tracking using 3D information. Ecol. Informatics 68: 101535 (2022) - [j20]Timm Haucke
Overcoming the distance estimation bottleneck in estimating animal abundance with camera traps. Ecol. Informatics 68: 101536 (2022) - [j19]Peter Johanns, Timm Haucke, Volker Steinhage:
Automated distance estimation for wildlife camera trapping. Ecol. Informatics 70: 101734 (2022) - [j18]Morris Klasen, Volker Steinhage:
Wildlife 3D multi-object tracking. Ecol. Informatics 71: 101790 (2022) - [j17]Frank Schindler
Instance segmentation and tracking of animals in wildlife videos: SWIFT - segmentation with filtering of tracklets. Ecol. Informatics 71: 101794 (2022) - [j16]Timm Haucke
SOCRATES: Introducing Depth in Visual Wildlife Monitoring Using Stereo Vision. Sensors 22(23): 9082 (2022) - [i11]Peter Johanns, Timm Haucke, Volker Steinhage:
Distance Estimation and Animal Tracking for Wildlife Camera Trapping. CoRR abs/2202.04613 (2022) - [i10]Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage:
Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches. CoRR abs/2208.12633 (2022) - [i9]Timm Haucke, Hjalmar S. Kühl, Volker Steinhage:
SOCRATES: A Stereo Camera Trap for Monitoring of Biodiversity. CoRR abs/2209.09070 (2022) - 2021
- [j15]Frank Schindler
Identification of animals and recognition of their actions in wildlife videos using deep learning techniques. Ecol. Informatics 61: 101215 (2021) - [j14]Frank Schindler
Saving costs for video data annotation in wildlife monitoring. Ecol. Informatics 65: 101418 (2021) - [j13]Jakob Greis, Artem Yushchenko, Daniel Vogel, Michael Meier
Automated identification of vulnerable devices in networks using traffic data and deep learning. Int. J. Inf. Priv. Secur. Integr. 5(1): 1-17 (2021) - [i8]Timm Haucke, Volker Steinhage:
Exploiting Depth Information for Wildlife Monitoring. CoRR abs/2102.05607 (2021) - [i7]Jakob Greis, Artem Yushchenko, Daniel Vogel, Michael Meier, Volker Steinhage:
Automated Identification of Vulnerable Devices in Networks using Traffic Data and Deep Learning. CoRR abs/2102.08199 (2021) - [i6]Timm Haucke, Hjalmar S. Kühl, Jacqueline Hoyer, Volker Steinhage:
Overcoming the Distance Estimation Bottleneck in Camera Trap Distance Sampling. CoRR abs/2105.04244 (2021) - 2020
- [j12]Keanu Buschbacher, Dirk Ahrens, Marianne Espeland
Image-based species identification of wild bees using convolutional neural networks. Ecol. Informatics 55 (2020) - [j11]Keanu Buschbacher, Volker Steinhage:
On the extraction and relevance ranking of visual morphological traits for taxon identification. Ecol. Informatics 60: 101138 (2020) - [i5]Morris Klasen, Dirk Ahrens, Jonas Eberle, Volker Steinhage:
Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling? CoRR abs/2010.09009 (2020)
2010 – 2019
- 2019
- [j10]Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer
Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks. Comput. Electron. Agric. 156: 263-274 (2019) - [j9]Florian Rist, Doreen Gabriel
Combination of an Automated 3D Field Phenotyping Workflow and Predictive Modelling for High-Throughput and Non-Invasive Phenotyping of Grape Bunches. Remote. Sens. 11(24): 2953 (2019) - 2018
- [j8]Jennifer Mack
Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor. Comput. Electron. Agric. 155: 96-102 (2018) - [j7]Florian Rist, Katja Herzog, Jenny Mack
High-Precision Phenotyping of Grape Bunch Architecture Using Fast 3D Sensor and Automation. Sensors 18(3): 763 (2018) - [c22]Tim Adams
Automated lung tumor detection and diagnosis in CT Scans using texture feature analysis and SVM. FedCSIS (Communication Papers) 2018: 13-20 - [i4]Bernhard Japes, Jennifer Mack, Florian Rist, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Multi-View Semantic Labeling of 3D Point Clouds for Automated Plant Phenotyping. CoRR abs/1805.03994 (2018) - [i3]Robert Rudolph, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks. CoRR abs/1807.03770 (2018) - [i2]Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer, Volker Steinhage:
Automated Phenotyping of Epicuticular Waxes of Grapevine Berries Using Light Separation and Convolutional Neural Networks. CoRR abs/1807.07343 (2018) - [i1]Jonatan Grimm, Katja Herzog, Florian Rist, Anna Kicherer, Reinhard Töpfer, Volker Steinhage:
An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks. CoRR abs/1811.09561 (2018) - 2017
- [j6]Jennifer Mack
High-precision 3D detection and reconstruction of grapes from laser range data for efficient phenotyping based on supervised learning. Comput. Electron. Agric. 135: 300-311 (2017) - [j5]Pierre Barré, Ben C. Stöver
LeafNet: A computer vision system for automatic plant species identification. Ecol. Informatics 40: 50-56 (2017) - 2016
- [c21]Jonatan Grimm, Mark Hoffmann, Ben C. Stöver
Image-Based Identification of Plant Species Using a Model-Free Approach and Active Learning. KI 2016: 169-176 - 2015
- [j4]Florian Schöler, Volker Steinhage:
Automated 3D reconstruction of grape cluster architecture from sensor data for efficient phenotyping. Comput. Electron. Agric. 114: 163-177 (2015) - [c20]Volker Steinhage:
Automated Pollinator Monitoring for Crop Farming. GIL Jahrestagung 2015: 169-172 - [c19]Volker Steinhage, Florian Schöler:
Automated Reconstruction of 3D Plant Architecture Applied to Grapevine Phenotyping. GIL Jahrestagung 2015: 173-176 - [c18]Jens Behley
Efficient radius neighbor search in three-dimensional point clouds. ICRA 2015: 3625-3630 - 2013
- [c17]Jens Behley
Laser-based segment classification using a mixture of bag-of-words. IROS 2013: 4195-4200 - 2012
- [c16]Volker Steinhage, Florian Schöler, Jenny Balfer:
A Model-Based Approach to High Performance Phenotyping. EnviroInfo 2012: 303-310 - [c15]Jens Behley
Performance of histogram descriptors for the classification of 3D laser range data in urban environments. ICRA 2012: 4391-4398 - 2011
- [c14]Florian Schöler, Volker Steinhage:
Towards an Automated 3D Reconstruction of Plant Architecture. AGTIVE 2011: 51-64 - [c13]Florian Schöler, Jens Behley
Person tracking in three-dimensional laser range data with explicit occlusion adaption. ICRA 2011: 1297-1303 - 2010
- [c12]Jens Behley
Learning to hash logistic regression for fast 3D scan point classification. IROS 2010: 5960-5965
2000 – 2009
- 2009
- [c11]Jens Behley
Generation of 3D City Models Using Domain-Specific Information Fusion. ICVS 2009: 164-173 - 2007
- [c10]Martin Drauschke, Volker Steinhage, Artur Pogoda de la Vega, Stephan Müller, Tiago Mauricio Francoy, Dieter Wittmann:
Reliable Biometrical Analysis in Biodiversity Information Systems. PRIS 2007: 27-36 - 2006
- [c9]David Seim, Stephan Müller, Martin Drauschke, Volker Steinhage, Stefan Schröder:
Management and Visualization of Biodiversity Knowledge. EnviroInfo 2006: 429-432 - 2005
- [e2]Armin B. Cremers, Rainer Manthey, Peter Martini, Volker Steinhage:
35. Jahrestagung der Gesellschaft für Informatik, Informatik LIVE!, INFORMATIK 2005, Bonn, Germany, September 19-22, 2005, Band 1. LNI P-67, GI 2005, ISBN 3-88579-396-2 [contents] - [e1]Armin B. Cremers, Rainer Manthey, Peter Martini, Volker Steinhage:
35. Jahrestagung der Gesellschaft für Informatik, Informatik LIVE!, INFORMATIK 2005, Bonn, Germany, September 19-22, 2005, Band 2. LNI P-68, GI 2005, ISBN 3-88579-397-0 [contents] - 2000
- [j3]Volker Roth, Artur Pogoda de la Vega, Volker Steinhage, Stefan Schröder:
Automatisierte Artenbestimmung von Insekten durch Bildanalyse. Künstliche Intell. 14(1): 48-49 (2000)
1990 – 1999
- 1999
- [c8]Volker Roth
Pattern Recognition Combining De-noising and Linear Discriminant Analysis within a Real World Application. CAIP 1999: 251-258 - [c7]Volker Roth
Pattern Recognition Combining Feature- and Pixel-Based Classification Within a Real World Application. DAGM-Symposium 1999: 120-129 - [c6]Volker Roth, Volker Steinhage:
Nonlinear Discriminant Analysis Using Kernel Functions. NIPS 1999: 568-574 - 1998
- [j2]André Fischer, Thomas H. Kolbe
Extracting Buildings from Aerial Images Using Hierarchical Aggregation in 2D and 3D. Comput. Vis. Image Underst. 72(2): 185-203 (1998) - 1997
- [c5]André Fischer, Volker Steinhage:
On the Computation of Visual Events in Aspect Graph Generation. DAGM-Symposium 1997: 156-163 - [c4]Volker Steinhage, B. Kastenholz, Stefan Schröder, W. Drescher:
A Hierarchical Approach to Classify Solitary Bees Based on Image Analysis. DAGM-Symposium 1997: 419-426 - 1996
- [c3]A. Kort, Artur Pogoda de la Vega, Volker Steinhage:
Employing Aspect Hierarchies for Building Detection in Digital Images. DAGM-Symposium 1996: 217-224 - 1995
- [j1]Claudia Braun, Thomas H. Kolbe
Models for photogrammetric building reconstruction. Comput. Graph. 19(1): 109-118 (1995) - 1993
- [b1]Volker Steinhage:
Verdeckungen und spezielle Sichten bei der Polyederrekonstruktion. University of Bonn, Germany, DISKI 45, Infix Verlag, St. Augustin, Germany 1993, ISBN 3-929037-45-9, pp. 1-207 - [c2]Volker Steinhage:
Occlusions and Special Views within the Reconstruction of Polyhedral Scenes. CAIP 1993: 502-509 - 1992
- [c1]Volker Steinhage:
Verification of the general position assumption in the practice of stereovision. ICPR (1) 1992: 746-749
Coauthor Index
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last updated on 2024-08-06 21:00 CEST by the dblp team
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