Informatik VII
Lehrstuhl für Computergraphik

Adversarial Generation of Continuous Implicit Shape Representations Kleineberg, Marian, Fey, Matthias, Weichert, Frank Eurographics (accepted for publication) (2020)

CNN-Based Deep Architecture for Health Monitoring of Civil and Industrial Structures using UAVs Harweg, Thomas, Peter, Annika, Bachmann, Daniel, Weichert, Frank Proceedings, Volume 42(1), 6th International Electronic Conference on Sensors and Applications, p.1-7 (2020)

Deep Graph Matching Consensus Fey, Matthias, Lenssen, Jan Eric, Morris, Christopher, Masci, Jonathan, Kriege, Nils International Conference on Learning Representations (ICLR) (2020)

Deep Iterative Surface Normal Estimation Lenssen, Jan Eric, Osendorfer, Christian, Masci, Jonathan IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2020)

Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Chabra, Rohan, Lenssen, Jan Eric, Ilg, Eddy, Schmidt, Tanner, Straub, Julian, Lovegrove, Steven, Newcombe, Richard European Conference on Computer Vision (ECCV) (2020)

Hierarchical Inter-Message Passing for Learning on Molecular Graphs Fey, Matthias, Yuen, Jan-Gin, Weichert, Frank ICML Graph Representation Learning and Beyond (GRL+) (accepted for publication) (2020)

Quaternion Equivariant Capsule Networks for 3D Point Clouds Zhao, Yongheng, Birdal, Tolga, Lenssen, Jan Eric, Menegatti, Emanuele, Guibas, Leonidas, Tombari, Federico European Conference on Computer Vision (ECCV) (2020)

Extraction, localization, and fusion of collective vehicle data Skibinski, Sebastian Dissertation, Fakultät für Informatik (2019)

Adaptive Quality Optimization of Computer Vision Tasks in Resource-Constrained Devices using Edge Computing Toma, Anas, Wenner, Juri, Lenssen, Jan Eric, Chen, Jian-Jia 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) (2019)

Automatic generation of methods-time measurement analyses for assembly tasks from motion capture data using convolutional neuronal networks - A proof of concept Deuse, Jochen, Stankiewicz, Lukas, Zwinkau, Ronny, Weichert, Frank Advances in Human Factors and Systems Interaction (AHFE 2019), Advances in Intelligent Systems and Computing, Volume 959, p.141-150 (2019)

Contributions to computer-aided analysis of cuneiform tablet fragments Fisseler, Denis Dissertation, Fakultät für Informatik (2019)

Fast Graph Representation Learning with PyTorch Geometric Fey, Matthias, Lenssen, Jan Eric ICLR Workshop on Representation Learning on Graphs and Manifolds (2019)

Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks Rusakov, Eugen, Brandenbusch, Kai, Fisseler, Denis, Somel, Turna, Fink, Gernot A., Weichert, Frank, Müller, Gerfrid International Workshop on Historical Document Imaging and Processing (HIP'19) , p.19–24 (2019)

Investigation of a procedure for the simulation-based optimisation of robot paths for thermal spraying Tillmann, Wolfgang, Schaak, Christopher, Zajaczkowski, Jonas, Müller, Heinrich, Hegels, Daniel, Gaspar, Marcel, Kuhlenkötter, Bernd, Störkle, Denis Daniel Thermal Spray Bulletin, Volume 12, Issue 2, p.89-97 (2019)

Just Jump: Dynamic Neighborhood Aggregation in Graph Neural Networks Fey, Matthias ICLR Workshop on Representation Learning on Graphs and Manifolds (2019)

Nanoparticle Classification Using Frequency Domain Analysis on Resource-Limited Platforms Yayla, Mikail, Toma, Anas, Chen, Kuan-Hsun, Lenssen, Jan Eric, Shpacovitch, Victoria, Hergenröder, Roland, Weichert, Frank, Chen, Jian-Jia Sensors, Special Issue ''Surface Plasmon Resonance (SPR)-Based Sensors and Their Biological Applications'', Volume 19, Issue 19, p.1-15 (2019)

Resource-efficient Nanoparticle Classification Using Frequency Domain Analysis Yayla, Mikail, Toma, Anas, Lenssen, Jan Eric, Chen, Jian-Jia, Weichert, Frank, Chen, Kuan-Hsun Bildverarbeitung für die Medizin, p.339-344 (2019)

Vergleich von virtuellen Interaktionssystemen mit einer realen Situation Rinkenauer, Gerhard, Plewan, Thorsten, Bachmann, Daniel, Weichert, Frank Arbeit interdisziplinär analysieren – bewerten – gestalten: 65. Kongress der Gesellschaft für Arbeitswissenschaft, Volume 6, p.1-6 (2019)

Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Morris, Christopher, Ritzert, Martin, Fey, Matthias, Hamilton, William L., Lenssen, Jan Eric, Rattan, Gaurav, Grohe, Martin 33rd AAAI Conference on Artificial Intelligence (AAAI-19) (2019)

Group Equivariant Capsule Networks Lenssen, Jan Eric, Fey, Matthias, Libuschewski, Pascal Neural Information Processing Systems (NIPS) 32 (2018)

Intuitive and efficient computer aided music rearrangement with optimised processing of audio transitions Stoller, Daniel, Vatolkin, Igor, Müller, Heinrich Journal of New Music Research (accepted for publication) (2018)

Investigation into the properties of HVOF-sprayed WC-Co coatings on plane and complex surfaces, manufactured with an evolution-based path planning method Tillmann, Wolfgang, Schaak, Christopher, Zajaczkowski, Jonas, Müller, Heinrich, Hegels, Daniel, Gaspar, Marcel, Kuhlenkötter, Bernd, Störkle, Denis Daniel Thermal Spray Bulletin, Volume 11, Issue 2 (2018)

Multi-Objective Optimisation based Planning of Power-Line Grid Expansions Bachmann, Daniel, Bökler, Fritz, Kopec, Jakob, Popp, Kira, Schwarze, Björn, Weichert, Frank ISPRS International Journal of Geo-Information, Volume 7, Issue 7, p.1-22 (2018)

Real-Time Low SNR Signal Processing for Nanoparticle Analysis with Deep Neural Networks Lenssen, Jan Eric, Toma, Anas, Seebold, Albert, Shpacovitch, Victoria, Libuschewski, Pascal, Weichert, Frank, Chen, Jian-Jia, Hergenröder, Roland 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), Volume 4 (BIOSIGNALS), p.36-47 (2018)

Recognizing Cuneiform Signs Using Graph Based Methods Kriege, Nils, Fey, Matthias, Fisseler, Denis, Mutzel, Petra, Weichert, Frank International Workshop on Cost-Sensitive Learning (COST) (2018)

Review of three-dimensional Human-Computer Interaction with Focus on the Leap Motion Controller Bachmann, Daniel, Weichert, Frank, Rinkenauer, Gerhard Sensors, Volume 18, Issue 7, p.1-39 (2018)

Saving Energy for Cloud Applications in Mobile Devices using Nearby Resources Toma, Anas, Starinow, Alexander, Lenssen, Jan Eric, Chen, Jian-Jia 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP) (2018)

SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels Fey, Matthias, Lenssen, Jan Eric, Weichert, Frank, Müller, Heinrich Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), p.869-877 (2018)

Exploration of cyber-physical systems for GPGPU computer vision-based detection of biological viruses Libuschewski, Pascal Dissertation, Fakultät für Informatik (2017)

Application of the PAMONO-sensor for Quantification of Microvesicles and Determination of Nano-particle Size Distribution Shpacovitch, Victoria, Sidorenko, Irina, Lenssen, Jan Eric, Temchura, Vladimir, Weichert, Frank, Müller, Heinrich, Überla, Klaus, Zybin, Alexander, Schramm, Alexander, Hergenröder, Roland Sensors, Volume 17, Issue 2, p.1-14 (2017)

Man-Robot Collaboration in the Context of Industry 4.0: Approach-Avoidance Tendencies as an Indicator for the Affective Quality of Interaction? Rinkenauer, Gerhard, Böckenkamp, Adrian, Weichert, Frank Advances in Ergonomic Design of Systems, Products and Processes: Proceedings of the Annual Meeting of GfA 2016, p.335-348 (2017)

Optimierung thermischer Verhältnisse bei der Bahnplanung für das thermische Spritzen mit Industrierobotern Hegels, Daniel Dissertation, Fakultät für Informatik (2017)

Real-time Virus Size Classification using Surface Plasmon Resonance and Convolutional Neural Networks Lenssen, Jan Eric, Shpacovitch, Victoria, Weichert, Frank Bildverarbeitung für die Medizin 2017, p.98-103 (2017)

A Review of Nano-Particle Analysis with the PAMONO-Sensor Lenssen, Jan Eric, Shpacovitch, Victoria, Siedhoff, Dominic, Libuschewski, Pascal, Hergenröder, Roland, Weichert, Frank Biosensors: Advances and Reviews, IFSA Publishing, p.81-100 (2017)

Unsupervised Data Analysis for Virus Detection with a Surface Plasmon Resonance Sensor Siedhoff, Dominic, Strauch, Martin, Shpacovitch, Victoria, Merhof, Dorit IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA) (2017)

A Versatile and Scalable Production Planning and Control System for Small Batch Series Böckenkamp, Adrian, Mertens, Christoph, Prasse, Christian, Stenzel, Jonas, Weichert, Frank Industrial Internet of Things: Cybermanufacturing Systems, Springer, p.541-559 (2017)

Vorkurs Informatik - Der Einstieg ins Informatikstudium Müller, Heinrich, Weichert, Frank (2017)

Web-Based Scientific Exploration and Analysis of 3D Scanned Cuneiform Datasets for Collaborative Research Fisseler, Denis, Müller, Gerfrid, Weichert, Frank Informatics, Volume 4, Issue 4, p.1-16 (2017)

A parameter-optimizing model-based approach to the analysis of low-SNR image sequences for biological virus detection Siedhoff, Dominic Dissertation, Fakultät für Informatik (2016)

Approximation anatomischer Strukturen und biomedizinischer Prozesse zur rechnergestützten Untersuchung der Hämodynamik in Aneurysmen Walczak, Lars Dissertation, Fakultät für Informatik (2016)

Investigating the Effects of Robotic Motion on Worker's Behavior in Cooperative Working Environments Böckenkamp, Adrian, Weichert, Frank, Rinkenauer, Gerhard IEEE International Symposium on Robot and Human Interactive Communication, p.670-675 (2016)

Mensch-Roboter-Interaktion im Kontext von Industrie 4.0: Annähern-Meiden-Tendenzen als ein Bewertungsmerkmal für die affektive Qualität der Interaktion? Rinkenauer, Gerhard, Böckenkamp, Adrian, Weichert, Frank GfA-Frühjahrskongress (2016)

Parametric Fusion of Complex Landmark Observations Present Within the Road Network by Utilizing Bundle-Adjustment-based Full-SLAM Skibinski, Sebastian, Weichert, Frank, Müller, Heinrich International Conference of Information Fusion, FUSION 2016, p.917-926 (2016)

Publication Trends in West Indian Medical Journal: A 12 Year Bibliometric Study used to Populate an Ontology Richards, Tereza, Mühlenbacher, Sandra, Weichert, Frank, Wagner, Mathias West Indian Medical Journal, Volume 65, Issue 3, p.1-10 (2016)

A Robust, Real-time Capable Framework for Fully Automated Order Picking of Pouch-parceled Goods Böckenkamp, Adrian, Weichert, Frank, Prasse, Christian LNNS, Proceedings of SAI Intelligent Systems Conference (IntelliSys), p.78-102 (2016)

Selected Aspects Important from the Applied Point of View to the Fusion of Collective Vehicle Data Skibinski, Sebastian, Weichert, Frank, Müller, Heinrich IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems - MFI 2016, 148-155 (2016)

Text Mining, A Race Against Time? An Attempt to Quantify Possible Variations in Text Corpora of Medical Publications Throughout the Years Wagner, Mathias, Vicinus, Benjamin, Muthra, Sherieda, Richards, Tereza, Linder, Roland, Frick, Vilma Oliveira, Groh, Andreas, Rubie, Claudia, Weichert, Frank Computers in Biology and Medicine, Volume 73, p.173-185 (2016)

Towards Autonomously Navigating and Cooperating Vehicles in Cyber-Physical Production Systems Böckenkamp, Adrian, Weichert, Frank, Stenzel, Jonas, Lünsch, Dennis ML4CPS – Machine Learning for Cyber Physical Systems and Industry 4.0, p.111-121 (2016)

Effiziente, GPU-basierte Simulation thermischer Spritzprozesse Wiederkehr, Thomas Dissertation, Fakultät für Informatik (2015)

Geometric and algorithmic aspects of automatic path planning with relation to spray deposition processes Kout, Alexander Dissertation, Fakultät für Informatik (2015)