Michael Heizmann

IEEE Trans. Geosci. Remote. Sens., 2024

Modelling of measuring systems - From white box models to cognitive approaches.

[BibT_eX]

[DOI]

Linda-Sophie Schneider

Stephan Scheele

Klaus-Dieter Sommer

CoRR, 2024

3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

2023

Verhaltensentscheidungen für das automatische Fahren an innerstädtischen T-Kreuzungen mittels ereignisdiskreter Systeme.

[BibT_eX]

[DOI]

Hannes Weinreuter

Nadine-Rebecca Strelau

Barbara Deml

Autom., April, 2023

Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches.

[BibT_eX]

[DOI]

CoRR, 2023

Randomized 3D Scene Generation for Generalizable Self-supervised Pre-training.

[BibT_eX]

[DOI]

CoRR, 2023

Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences.

[BibT_eX]

[DOI]

Raimon Tolosana-Delgado

Moritz Kirsch

Richard Gloaguen

CoRR, 2023

Applying Plain Transformers to Real-World Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2023

MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors.

[BibT_eX]

[DOI]

CoRR, 2023

Improved Separation of Polyphonic Chamber Music Signals by Integrating Instrument Activity Labels.

[BibT_eX]

[DOI]

Markus Schwabe

IEEE Access, 2023

Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

A Multispectral Light Field Dataset for Light Field Deep Learning.

[BibT_eX]

[DOI]

Maximilian Schambach

Dataset, May, 2022

Analysis of AI-Based Single-View 3D Reconstruction Methods for an Industrial Application.

[BibT_eX]

[DOI]

Sensors, 2022

Radar Odometry on SE(3) with Constant Acceleration Motion Prior and Polar Measurement Model.

[BibT_eX]

[DOI]

Kyle Retan

Frasher Loshaj

CoRR, 2022

Integrierte Steuerungsarchitektur für ein agiles Demontagesystem mit autonomer Produktbefundung.

[BibT_eX]

[DOI]

Autom., 2022

Agiles Produktionssystem mittels lernender Roboter bei ungewissen Produktzuständen am Beispiel der Anlasser-Demontage.

[BibT_eX]

[DOI]

Autom., 2022

Implementing machine learning: chances and challenges.

[BibT_eX]

[DOI]

Autom., 2022

Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion.

[BibT_eX]

[DOI]

Christian R. G. Dreher

Autom., 2022

Intersection Complexity and Its Influence on Human Drivers.

[BibT_eX]

[DOI]

Hannes Weinreuter

Nadine-Rebecca Strelau

IEEE Access, 2022

A Probabilistic Approach for Spatio-Temporal Phase Unwrapping in Multi-Frequency Phase-Shift Coding.

[BibT_eX]

[DOI]

David Uhlig

IEEE Access, 2022

Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Estimation of Music Recording Quality to Predict Automatic Music Transcription Performance.

[BibT_eX]

[DOI]

Proceedings of the Smart Multimedia - Third International Conference, 2022

A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

An Extended Modular Processing Pipeline for Event-Based Vision in Automatic Visual Inspection.

[BibT_eX]

[DOI]

Sensors, 2021

Radar Odometry on $SE(3)$ With Constant Velocity Motion Prior.

[BibT_eX]

[DOI]

Kyle Retan

Frasher Loshaj

IEEE Robotics Autom. Lett., 2021

Task Specific Image Enhancement for Improving the Accuracy of CNNs.

[BibT_eX]

[DOI]

Norbert Mitschke

Yunou Ji

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

X<sup>3</sup>SEG: Model-Agnostic Explanations For The Semantic Segmentation Of 3D Point Clouds With Prototypes And Criticism.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Image-Based Visual Servoing of Rotationally Invariant Objects Using a U-Net Prediction.

[BibT_eX]

[DOI]

Norbert Mitschke

Proceedings of the 7th International Conference on Automation, Robotics and Applications, 2021

2.5D-VoteNet: Depth Map based 3D Object Detection for Real-Time Applications.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning.

[BibT_eX]

[DOI]

Maximilian Schambach

Jiayang Shi

Proceedings of the International Conference on 3D Vision, 2021

2020

Artificial intelligence with neural networks in optical measurement and inspection systems.

[BibT_eX]

[DOI]

Autom., 2020

Joint Probabilistic People Detection in Overlapping Depth Images.

[BibT_eX]

[DOI]

Johannes Wetzel

Astrid Laubenheimer

IEEE Access, 2020

A Multispectral Light Field Dataset and Framework for Light Field Deep Learning.

[BibT_eX]

[DOI]

Maximilian Schambach

IEEE Access, 2020

Temporal Smoothing for Joint Probabilistic People Detection in a Depth Sensor Network.

[BibT_eX]

[DOI]

Johannes Wetzel

Astrid Laubenheimer

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020

UCSR: Registration and Fusion of Cross-Source 2D and 3D Sensor Data in Unstructured Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

A Calibration Method for the Generalized Imaging Model with Uncertain Calibration Target Coordinates.

[BibT_eX]

[DOI]

David Uhlig

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Kombination unterschiedlicher Modellierungsansätze für die betriebsbegleitende Simulation industrieller Prozesse.

[BibT_eX]

[DOI]

Christoph Bergs

Autom., 2019

IIoT-based Fatigue Life Indication using Augmented Reality.

[BibT_eX]

[DOI]

Mohamed Khalil

Christoph Bergs

Theodoros Papadopoulos

Roland Wüchner

Kai-Uwe Bletzinger

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Remaining Useful Life Estimation for Unknown Motors Using a Hybrid Modeling Approach.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Novel method for online wear estimation of centrifugal pumps using multi-fidelity modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Cyber Physical Systems, 2019

A Fixed-Point Quantization Technique for Convolutional Neural Networks Based on Weight Scaling.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Scene-Adaptive Optimization Scheme for Depth Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th Collaborative European Research Conference (CERC 2019), 2019

2018

Hybrid modeling approaches with a view to model output prediction for industrial applications.

[BibT_eX]

[DOI]

Christoph Bergs

Harald Held

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Gradient Based Evolution to Optimize the Structure of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Machine vision in automation technology.

[BibT_eX]

[DOI]

Thomas Längle

Autom., 2017

A new FPGA based architecture to improve performance of deflectometry image processing algorithm.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

An extended architecture to optimize execution time of 3D image processing deflectometry algorithm using FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

2016

Systematic design of object shape matched wavelet filter banks for defect detection.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

2014

Optimized size-adaptive feature extraction based on content-matched rational wavelet filters.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Defect Classification on Specular Surfaces Using Wavelets.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

Inspection of specular surfaces using optimized M-channel wavelets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Methoden zur datengetriebenen Formulierung und Visualisierung von Kausalitätshypothesen.

[BibT_eX]

[DOI]

Autom., 2012

Visual Servoing.

[BibT_eX]

[DOI]

Helge-Björn Kuntze

Autom., 2012

2010

World Modeling for Autonomous Systems.

[BibT_eX]

[DOI]

Proceedings of the KI 2010: Advances in Artificial Intelligence, 2010

2008

Bayesian fusion of multivariate image to obtain depth information.

[BibT_eX]

[DOI]

Ioana Gheta

Proceedings of the 11th International Conference on Information Fusion, 2008

2007

A New Approach for Estimating Depth by Fusing Stereo and Defocus Information.

[BibT_eX]

[DOI]

Proceedings of the 37. Jahrestagung der Gesellschaft für Informatik, 2007

2006

Techniques for the segmentation of striation patterns.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Sampling the parameter domain of image series.

[BibT_eX]

[DOI]

Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Fusion of Combined Stereo and Focus Series for Depth Estimation.

[BibT_eX]

[DOI]

Ioana Gheta

Christian Frese

Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

2005

Fusion von Bildserien in der automatischen Sichtprüfung.

[BibT_eX]

[DOI]