Volker Steinhage
Orcid: 0000-0002-3172-3645Affiliations:
- University of Bonn, Institute of Computer Science, Germany
According to our database1,
Volker Steinhage
authored at least 58 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Deep Interpolation of Remote Sensing Land Surface Temperature Data with Partial Convolutions.
Sensors, March, 2024
Sensors, March, 2024
Sensors, February, 2024
2023
Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction.
CoRR, 2023
2022
Sensors, 2022
Instance segmentation and tracking of animals in wildlife videos: SWIFT - segmentation with filtering of tracklets.
Ecol. Informatics, 2022
Overcoming the distance estimation bottleneck in estimating animal abundance with camera traps.
Ecol. Informatics, 2022
Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches.
Comput. Electron. Agric., 2022
2021
Automated identification of vulnerable devices in networks using traffic data and deep learning.
Int. J. Inf. Priv. Secur. Integr., 2021
Ecol. Informatics, 2021
Identification of animals and recognition of their actions in wildlife videos using deep learning techniques.
Ecol. Informatics, 2021
CoRR, 2021
2020
On the extraction and relevance ranking of visual morphological traits for taxon identification.
Ecol. Informatics, 2020
Ecol. Informatics, 2020
Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling?
CoRR, 2020
2019
Combination of an Automated 3D Field Phenotyping Workflow and Predictive Modelling for High-Throughput and Non-Invasive Phenotyping of Grape Bunches.
Remote. Sens., 2019
Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks.
Comput. Electron. Agric., 2019
2018
High-Precision Phenotyping of Grape Bunch Architecture Using Fast 3D Sensor and Automation.
Sensors, 2018
An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks.
CoRR, 2018
Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks.
CoRR, 2018
CoRR, 2018
Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor.
Comput. Electron. Agric., 2018
Automated lung tumor detection and diagnosis in CT Scans using texture feature analysis and SVM.
Proceedings of the Communication Papers of the 2018 Federated Conference on Computer Science and Information Systems, 2018
2017
Ecol. Informatics, 2017
High-precision 3D detection and reconstruction of grapes from laser range data for efficient phenotyping based on supervised learning.
Comput. Electron. Agric., 2017
2016
Image-Based Identification of Plant Species Using a Model-Free Approach and Active Learning.
Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016
2015
Automated 3D reconstruction of grape cluster architecture from sensor data for efficient phenotyping.
Comput. Electron. Agric., 2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the Informatik in der Land-, 2015
Proceedings of the Informatik in der Land-, 2015
2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
2012
Performance of histogram descriptors for the classification of 3D laser range data in urban environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
Proceedings of the Light up the Ideas of Environmental Informatics: Proceedings of the 26th International Conference on Informatics for Environmental Protection, 2012
2011
Person tracking in three-dimensional laser range data with explicit occlusion adaption.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Proceedings of the Applications of Graph Transformations with Industrial Relevance, 2011
2010
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010
2009
Proceedings of the Computer Vision Systems, 2009
2007
Reliable Biometrical Analysis in Biodiversity Information Systems.
Proceedings of the Pattern Recognition in Information Systems, 2007
2006
Proceedings of the Managing Environmental Knowledge: Proceedings of the 20th International Conference for Environmental Protection, 2006
2000
Automatisierte Artenbestimmung von Insekten durch Bildanalyse.
Künstliche Intell., 2000
1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Pattern Recognition Combining Feature- and Pixel-Based Classification Within a Real World Application.
Proceedings of the Mustererkennung 1999, 1999
Pattern Recognition Combining De-noising and Linear Discriminant Analysis within a Real World Application.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999
1998
Comput. Vis. Image Underst., 1998
1997
Proceedings of the Mustererkennung 1997, 1997
Proceedings of the Mustererkennung 1997, 1997
1996
Proceedings of the Mustererkennung 1996, 1996
1995
1993
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993
1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992