Volker Steinhage

64 papers A* 3A 2C 3Misc 1Journal 38Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Deep Interpolation of Remote Sensing Land Surface Temperature Data with Partial Convolutions. Sensors Florian Huber, Stefan Schulz, Volker Steinhage
2024	J	`jnl`	Leveraging Remote Sensing Data for Yield Prediction with Deep Transfer Learning. Sensors Florian Huber, Alvin Inderka, Volker Steinhage
2024	J	`jnl`	On Convolutional Vision Transformers for Yield Prediction. CoRR Alvin Inderka, Florian Huber, Volker Steinhage
2024	J	`jnl`	The Potential of Diffusion-Based Near-Infrared Image Colorization. Sensors Ayk Borstelmann, Timm Haucke, Volker Steinhage
2023	—	`conf`	Grouping Shapley Value Feature Importances of Random Forests for Explainable Yield Prediction. IntelliSys (3) Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2023	J	`jnl`	Grouping Shapley Value Feature Importances of Random Forests for explainable Yield Prediction. CoRR Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2022	J	`jnl`	Automated distance estimation for wildlife camera trapping. Ecol. Informatics Peter Johanns, Timm Haucke, Volker Steinhage
2022	J	`jnl`	Distance Estimation and Animal Tracking for Wildlife Camera Trapping. CoRR Peter Johanns, Timm Haucke, Volker Steinhage
2022	J	`jnl`	Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches. CoRR Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage
2022	J	`jnl`	Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches. Comput. Electron. Agric. Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage
2022	J	`jnl`	Improving wildlife tracking using 3D information. Ecol. Informatics Morris Klasen, Volker Steinhage
2022	J	`jnl`	Instance segmentation and tracking of animals in wildlife videos: SWIFT - segmentation with filtering of tracklets. Ecol. Informatics Frank Schindler, Volker Steinhage
2022	J	`jnl`	Overcoming the distance estimation bottleneck in estimating animal abundance with camera traps. Ecol. Informatics Timm Haucke, Hjalmar S. Kühl, Jacqueline Hoyer, Volker Steinhage
2022	J	`jnl`	SOCRATES: A Stereo Camera Trap for Monitoring of Biodiversity. CoRR Timm Haucke, Hjalmar S. Kühl, Volker Steinhage
2022	J	`jnl`	SOCRATES: Introducing Depth in Visual Wildlife Monitoring Using Stereo Vision. Sensors Timm Haucke, Hjalmar S. Kühl, Volker Steinhage
2022	J	`jnl`	Wildlife 3D multi-object tracking. Ecol. Informatics Morris Klasen, Volker Steinhage
2021	J	`jnl`	Automated Identification of Vulnerable Devices in Networks using Traffic Data and Deep Learning. CoRR Jakob Greis, Artem Yushchenko, Daniel Vogel, Michael Meier, Volker Steinhage
2021	J	`jnl`	Automated identification of vulnerable devices in networks using traffic data and deep learning. Int. J. Inf. Priv. Secur. Integr. Jakob Greis, Artem Yushchenko, Daniel Vogel, Michael Meier, Volker Steinhage
2021	J	`jnl`	Exploiting Depth Information for Wildlife Monitoring. CoRR Timm Haucke, Volker Steinhage
2021	J	`jnl`	Identification of animals and recognition of their actions in wildlife videos using deep learning techniques. Ecol. Informatics Frank Schindler, Volker Steinhage
2021	J	`jnl`	Overcoming the Distance Estimation Bottleneck in Camera Trap Distance Sampling. CoRR Timm Haucke, Hjalmar S. Kühl, Jacqueline Hoyer, Volker Steinhage
2021	J	`jnl`	Saving costs for video data annotation in wildlife monitoring. Ecol. Informatics Frank Schindler, Volker Steinhage
2020	J	`jnl`	Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling? CoRR Morris Klasen, Dirk Ahrens, Jonas Eberle, Volker Steinhage
2020	J	`jnl`	Image-based species identification of wild bees using convolutional neural networks. Ecol. Informatics Keanu Buschbacher, Dirk Ahrens, Marianne Espeland, Volker Steinhage
2020	J	`jnl`	On the extraction and relevance ranking of visual morphological traits for taxon identification. Ecol. Informatics Keanu Buschbacher, Volker Steinhage
2019	J	`jnl`	Automated phenotyping of epicuticular waxes of grapevine berries using light separation and convolutional neural networks. Comput. Electron. Agric. Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer, Volker Steinhage
2019	J	`jnl`	Combination of an Automated 3D Field Phenotyping Workflow and Predictive Modelling for High-Throughput and Non-Invasive Phenotyping of Grape Bunches. Remote. Sens. Florian Rist, Doreen Gabriel, Jennifer Mack, Volker Steinhage, Reinhard Töpfer, Katja Herzog
2018	J	`jnl`	An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks. CoRR Jonatan Grimm, Katja Herzog, Florian Rist, Anna Kicherer, Reinhard Töpfer, Volker Steinhage
2018	J	`jnl`	Automated Phenotyping of Epicuticular Waxes of Grapevine Berries Using Light Separation and Convolutional Neural Networks. CoRR Pierre Barré, Katja Herzog, Rebecca Höfle, Matthias B. Hullin, Reinhard Töpfer, Volker Steinhage
2018	—	`conf`	Automated lung tumor detection and diagnosis in CT Scans using texture feature analysis and SVM. FedCSIS (Communication Papers) Tim Adams, Jens Dörpinghaus, Marc Jacobs, Volker Steinhage
2018	J	`jnl`	Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks. CoRR Robert Rudolph, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2018	J	`jnl`	High-Precision Phenotyping of Grape Bunch Architecture Using Fast 3D Sensor and Automation. Sensors Florian Rist, Katja Herzog, Jenny Mack, Robert Richter, Volker Steinhage, Reinhard Töpfer
2018	J	`jnl`	Multi-View Semantic Labeling of 3D Point Clouds for Automated Plant Phenotyping. CoRR Bernhard Japes, Jennifer Mack, Florian Rist, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2018	J	`jnl`	Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor. Comput. Electron. Agric. Jennifer Mack, Frank Schindler, Florian Rist, Katja Herzog, Reinhard Töpfer, Volker Steinhage
2017	J	`jnl`	High-precision 3D detection and reconstruction of grapes from laser range data for efficient phenotyping based on supervised learning. Comput. Electron. Agric. Jennifer Mack, Christian Lenz, Johannes Teutrine, Volker Steinhage
2017	J	`jnl`	LeafNet: A computer vision system for automatic plant species identification. Ecol. Informatics Pierre Barré, Ben C. Stöver, Kai F. Müller, Volker Steinhage
2016	Misc	`conf`	Image-Based Identification of Plant Species Using a Model-Free Approach and Active Learning. KI Jonatan Grimm, Mark Hoffmann, Ben C. Stöver, Kai F. Müller, Volker Steinhage
2015	J	`jnl`	Automated 3D reconstruction of grape cluster architecture from sensor data for efficient phenotyping. Comput. Electron. Agric. Florian Schöler, Volker Steinhage
2015	—	`conf`	Automated Pollinator Monitoring for Crop Farming. GIL Jahrestagung Volker Steinhage
2015	—	`conf`	Automated Reconstruction of 3D Plant Architecture Applied to Grapevine Phenotyping. GIL Jahrestagung Volker Steinhage, Florian Schöler
2015	A*	`conf`	Efficient radius neighbor search in three-dimensional point clouds. ICRA Jens Behley, Volker Steinhage, Armin B. Cremers
2013	A	`conf`	Laser-based segment classification using a mixture of bag-of-words. IROS Jens Behley, Volker Steinhage, Armin B. Cremers
2012	—	`conf`	A Model-Based Approach to High Performance Phenotyping. EnviroInfo Volker Steinhage, Florian Schöler, Jenny Balfer
2012	A*	`conf`	Performance of histogram descriptors for the classification of 3D laser range data in urban environments. ICRA Jens Behley, Volker Steinhage, Armin B. Cremers
2011	A*	`conf`	Person tracking in three-dimensional laser range data with explicit occlusion adaption. ICRA Florian Schöler, Jens Behley, Volker Steinhage, Dirk Schulz, Armin B. Cremers
2011	—	`conf`	Towards an Automated 3D Reconstruction of Plant Architecture. AGTIVE Florian Schöler, Volker Steinhage
2010	A	`conf`	Learning to hash logistic regression for fast 3D scan point classification. IROS Jens Behley, Kristian Kersting, Dirk Schulz, Volker Steinhage, Armin B. Cremers
2009	C	`conf`	Generation of 3D City Models Using Domain-Specific Information Fusion. ICVS Jens Behley, Volker Steinhage
2007	—	`conf`	Reliable Biometrical Analysis in Biodiversity Information Systems. PRIS Martin Drauschke, Volker Steinhage, Artur Pogoda de la Vega, Stephan Müller, Tiago Mauricio Francoy, Dieter Wittmann
2006	—	`conf`	Management and Visualization of Biodiversity Knowledge. EnviroInfo David Seim, Stephan Müller, Martin Drauschke, Volker Steinhage, Stefan Schröder
2005	—	`ed.`	35. Jahrestagung der Gesellschaft für Informatik, Informatik LIVE!, INFORMATIK 2005, Bonn, Germany, September 19-22, 2005, Band 1 GI Jahrestagung (1) Armin B. Cremers, Rainer Manthey, Peter Martini, Volker Steinhage
2005	—	`ed.`	35. Jahrestagung der Gesellschaft für Informatik, Informatik LIVE!, INFORMATIK 2005, Bonn, Germany, September 19-22, 2005, Band 2 GI Jahrestagung (2) Armin B. Cremers, Rainer Manthey, Peter Martini, Volker Steinhage
2000	J	`jnl`	Automatisierte Artenbestimmung von Insekten durch Bildanalyse. Künstliche Intell. Volker Roth, Artur Pogoda de la Vega, Volker Steinhage, Stefan Schröder
1999	—	`conf`	Nonlinear Discriminant Analysis Using Kernel Functions. NIPS Volker Roth, Volker Steinhage
1999	C	`conf`	Pattern Recognition Combining De-noising and Linear Discriminant Analysis within a Real World Application. CAIP Volker Roth, Volker Steinhage, Stefan Schröder, Armin B. Cremers, Dieter Wittmann
1999	—	`conf`	Pattern Recognition Combining Feature- and Pixel-Based Classification Within a Real World Application. DAGM-Symposium Volker Roth, Artur Pogoda de la Vega, Volker Steinhage, Stefan Schröder
1998	J	`jnl`	Extracting Buildings from Aerial Images Using Hierarchical Aggregation in 2D and 3D. Comput. Vis. Image Underst. André Fischer, Thomas H. Kolbe, Felicitas Lang, Armin B. Cremers, Wolfgang Förstner, Lutz Plümer, Volker Steinhage
1997	—	`conf`	A Hierarchical Approach to Classify Solitary Bees Based on Image Analysis. DAGM-Symposium Volker Steinhage, B. Kastenholz, Stefan Schröder, W. Drescher
1997	—	`conf`	On the Computation of Visual Events in Aspect Graph Generation. DAGM-Symposium André Fischer, Volker Steinhage
1996	—	`conf`	Employing Aspect Hierarchies for Building Detection in Digital Images. DAGM-Symposium A. Kort, Artur Pogoda de la Vega, Volker Steinhage
1995	J	`jnl`	Models for photogrammetric building reconstruction. Comput. Graph. Claudia Braun, Thomas H. Kolbe, Felicitas Lang, Wolfgang Schickler, Volker Steinhage, Armin B. Cremers, Wolfgang Förstner, Lutz Plümer
1993	C	`conf`	Occlusions and Special Views within the Reconstruction of Polyhedral Scenes. CAIP Volker Steinhage
1993	—	`—`	Verdeckungen und spezielle Sichten bei der Polyederrekonstruktion. Volker Steinhage
1992	—	`conf`	Verification of the general position assumption in the practice of stereovision. ICPR (1) Volker Steinhage