Frank Weichert

Orcid: 0000-0002-2530-8197

According to our database1, Frank Weichert authored at least 75 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Reading Direct-Part Marking Data Matrix Code in the Context of Polymer-Based Additive Manufacturing.
Sensors, February, 2023

Definition-independent Formalization of Soundscapes: Towards a Formal Methodology.
CoRR, 2023

2022
Illumination-based Augmentation for Cuneiform Deep Neural Sign Classification.
ACM Journal on Computing and Cultural Heritage, 2022

Deep Graph Representation Learning.
Proceedings of the Machine Learning under Resource Constraints - Volume 1: Fundamentals, 2022

Virus Detection.
Proceedings of the Machine Learning under Resource Constraints - Volume 3: Applications, 2022

2021
A Data-Centric Augmentation Approach for Disturbed Sensor Image Segmentation.
J. Imaging, 2021

GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Hierarchical Inter-Message Passing for Learning on Molecular Graphs.
CoRR, 2020

An Automated Rapid Test for Viral Nanoparticles Based on Spatiotemporal Deep Learning.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Adversarial Generation of Continuous Implicit Shape Representations.
Proceedings of the 41st Annual Conference of the European Association for Computer Graphics, 2020

2019
Nanoparticle Classification Using Frequency Domain Analysis on Resource-Limited Platforms.
Sensors, 2019

Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks.
Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019

Resource-Efficient Nanoparticle Classification Using Frequency Domain Analysis.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Automatic Generation of Methods-Time Measurement Analyses for Assembly Tasks from Motion Capture Data Using Convolutional Neuronal Networks - A Proof of Concept.
Proceedings of the Advances in Human Factors and Systems Interaction, 2019

2018
Review of Three-Dimensional Human-Computer Interaction with Focus on the Leap Motion Controller.
Sensors, 2018

Multi-Objective Optimisation Based Planning of Power-Line Grid Expansions.
ISPRS Int. J. Geo Inf., 2018

Recognizing Cuneiform Signs Using Graph Based Methods.
Proceedings of the International Workshop on Cost-Sensitive Learning, 2018

SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Real-time Low SNR Signal Processing for Nanoparticle Analysis with Deep Neural Networks.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
Application of the PAMONO-Sensor for Quantification of Microvesicles and Determination of Nano-Particle Size Distribution.
Sensors, 2017

Web-Based Scientific Exploration and Analysis of 3D Scanned Cuneiform Datasets for Collaborative Research.
Informatics, 2017

Real-Time Virus Size Classification Using Surface Plasmon PAMONO Resonance and Convolutional Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Text mining, a race against time? An attempt to quantify possible variations in text corpora of medical publications throughout the years.
Comput. Biol. Medicine, 2016

Investigating the effects of robotic motion on worker's behavior in cooperative working environments.
Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Selected aspects important from an applied point of view to the fusion of collective vehicle data.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

A Robust, Real-Time Capable Framework for Fully Automated Order Picking of Pouch-Parceled Goods.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Parametric fusion of complex landmark observations present within the road network by utilizing bundle-adjustment-based Full-SLAM.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Evaluation of the Leap Motion Controller as a New Contact-Free Pointing Device.
Sensors, 2015

Towards Decentralized Production: A Novel Method to Identify Flexibility Potentials in Production Sequences Based on Flexibility Graphs.
Int. J. Autom. Technol., 2015

Modellierung einer raumbezogenen Datenbank zur Repräsentation und Analyse syntaktischer und semantischer Merkmale von Keilschrifttafeln.
Datenbank-Spektrum, 2015

Towards Autonomously Navigating and Cooperating Vehicles in Cyber-Physical Production Systems.
Proceedings of the Machine Learning for Cyber Physical Systems, 2015

Large-scale fusion of collective, areal vehicle data.
Proceedings of the 2015 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2015

Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

2014
Towards Sensor-Actuator Coupling in an Automated OrderPicking System by Detecting Sealed Seams on PouchPacked Goods.
J. Sens. Actuator Networks, 2014

Energy-Aware Design Space Exploration for GPGPUs.
Comput. Sci. Res. Dev., 2014

Extending Philological Research with Methods of 3D Computer Graphics Applied to Analysis of Cultural Heritage.
Proceedings of the 12th Eurographics Workshop on Graphics and Cultural Heritage, 2014

Multi-objective computation offloading for mobile biosensors via LTE.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Signal/Background Classification of Time Series for Biological Virus Detection.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Modellierung und Optimierung eines Biosensors zur Detektion viraler Strukturen.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
Analysis of the Accuracy and Robustness of the Leap Motion Controller.
Sensors, 2013

Automated detection of euro pallet loads by interpreting PMD camera depth images.
Logist. Res., 2013

A novel approach for connecting temporal-ontologies with blood flow simulations.
J. Biomed. Informatics, 2013

Radial-Based Signal-Processing Combined with Methods of Machine Learning.
Int. J. Pattern Recognit. Artif. Intell., 2013

Simulation of Intra-Aneurysmal Blood Flow by Different Numerical Methods.
Comput. Math. Methods Medicine, 2013

Integrated construction and simulation of tool paths for milling dental crowns and bridges.
Comput. Aided Des., 2013

Flexible Embedded Telemetry System for Agriculture and Aquaculture.
Proceedings of the Computer and Computing Technologies in Agriculture VII, 2013

Low cost contour check of loading units using PMD sensors.
Proceedings of the Seventh International Conference on Sensing Technology, 2013

Fuzzy-enhanced, Real-time Capable Detection of Biological Viruses using a Portable Biosensor.
Proceedings of the BIOSIGNALS 2013, 2013

Mobile Detektion viraler Pathogene durch echtzeitfähige GPGPU-Fuzzy-Segmentierung.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

2012
Design space exploration towards a realtime and energy-aware GPGPU-based analysis of biosensor data.
Comput. Sci. Res. Dev., 2012

Zeitkritische Kommunikation für drahtlose Fernwartungssysteme.
Proceedings of the Kommunikation unter Echtzeitbedingungen, 2012

Efficient Resource Management based on Non-Functional Requirements for Sensor/Actuator Networks.
Proceedings of the Ninth International Network Conference (INC 2012), 2012

Feedback-Based Global Instruction Scheduling for GPGPU Applications.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

Exploring Therapy Options with the Interactive Simulation of Intra-Aneurysmal Blood Flow on the GPU.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012

A Low Cost Embedded Solution for Detection and Analysis of Three-Dimensional Gestures through Wireless Communication.
Proceedings of the 1st Conference on Embedded Systems, 2012

Parameteroptimierte und GPGPU-basierte Detektion viraler Strukturen innerhalb Plasmonen-unterstützter Mikroskopiedaten.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011
Concept of automated load detection for de-palletizing using depth images and RFID data.
Proceedings of the 2011 IEEE International Conference on Control System, 2011

GPGPU-basierte Echtzeitdetektion von Nanoobjekten mittels Plasmonen-unterstützter Mikroskopie.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

2010
Klassifikation morphologischer und pathologischer Strukturen in koronaren Gefäßen auf Basis intravaskulärer Ultraschallaufnahmen zur klinischen Anwendung in einem IVB-System.
PhD thesis, 2010

Two Dimensional Invasive Analysis of Spraying Processes at Hollow Cone Nozzles.
Trans. Mass Data Anal. Images Signals, 2010

Computation of a finite element-conformal tetrahedral mesh approximation for simulated soft tissue deformation using a deformable surface model.
Medical Biol. Eng. Comput., 2010

Marker-based tracking in support of RFID controlled material flow systems.
Logist. Res., 2010

Plasmonen-unterstützte Mikroskopie zur Detektion von Viren.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

Einfluss von Formvariationen auf Finite Elemente Simulationen bei muskulären Strukturen.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009
High Resolution Invasive Analysis of Spraying Processes at Hollow Cone Nozzles Using Fiber Sensors.
Trans. Mass Data Anal. Images Signals, 2009

Netzgenerierung und Finite-Elemente-Simulation muskulärer Strukturen unter Beachtung korrespondierender histologischer Schnittpräparate.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

Evaluating the Impact of Shape on Finite Element Simulations in a Medical Context.
Proceedings of the Modelling the Physiological Human, 3D Physiological Human Workshop, 2009

2008
Approximation dreidimensionaler Oberflächenmodelle der Lippen-Kiefer-Gaumen-Region durch aktive Polygonnetze.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008

2006
Photorealistische Generierung histologischer und histopathologischer Schnittpräparate.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

2005
Vorkurs Informatik - der Einstieg ins Informatikstudium.
Leitfäden der Informatik, Teubner, ISBN: 978-3-519-00507-0, 2005

2004
Registrierung und 3D-Rekonstruktion histologischer Schnitte als Grundlage eines operativen Behandlungskonzeptes bei Lippen-, Kiefer-Gaumenspalten.
Proceedings of the Bildverarbeitung für die Medizin 2004, Algorithmen - Systeme, 2004

2003
A 3D cardiovascular model for brachytherapy planning based on biplaneangiography and intravascular ultrasound.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

Korrekte dreidimensionale Visualisierung von Blutgefäßen durch Matching von intravaskulären Ultraschall- und biplanaren Angiographiedaten als Basis eines IVB-Systems.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

Approximation koronarer Strukturen in IVUS-Frames durch unscharfe elliptische Templates.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

2002
Modellbasierte Segmentierung und Visualisierung von IVUS-Aufnahmen zur Bestrahlungsplanung in der kardiovaskulären Brachytherapie.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002


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