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2020 – today
- 2024
[j24]Michael Heizmann, Jürgen Beyerer, Stefan Dietrich, Luisa Hoffmann, Jan-Philipp Kaiser, Gisela Lanza, Alina Roitberg, Rainer Stiefelhagen, Nicole Stricker, Helena Wexel, Frederik Zanger:
Managing uncertainty in product and process design for the circular factory. Autom. 72(9): 829-843 (2024)- [j23]Manuel Zaremski, Blanca Handwerker, Christian R. G. Dreher, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Gerhard Neumann, Michael Heizmann, Tamim Asfour, Barbara Deml:
Learning human actions from complex manipulation tasks and their transfer to robots in the circular factory. Autom. 72(9): 844-860 (2024) - [j22]Constantin Hofmann, Steffen Staab, Michael Selzer, Gerhard Neumann, Kai Furmans, Michael Heizmann, Jürgen Beyerer, Gisela Lanza, Julius Pfrommer, Tobias Düser, Jan-Felix Klein:
The role of an ontology-based knowledge backbone in a circular factory. Autom. 72(9): 875-883 (2024) - [j21]Ahmed J. Afifi
, Samuel T. Thiele, Aldino Rizaldy, Sandra Lorenz, Pedram Ghamisi, Raimon Tolosana-Delgado, Moritz Kirsch, Richard Gloaguen, Michael Heizmann:
Tinto: Multisensor Benchmark for 3-D Hyperspectral Point Cloud Segmentation in the Geosciences. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [c32]Jannick Kuester, Wolfgang Gross, Andreas Michel, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann:
3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression. IGARSS 2024: 2564-2567 - [i9]Nadine Schiering, Sascha Eichstädt, Michael Heizmann, Wolfgang Koch, Linda-Sophie Schneider, Stephan Scheele, Klaus-Dieter Sommer:
Modelling of measuring systems - From white box models to cognitive approaches. CoRR abs/2408.06117 (2024) - 2023
- [j20]Markus Schwabe, Michael Heizmann:
Improved Separation of Polyphonic Chamber Music Signals by Integrating Instrument Activity Labels. IEEE Access 11: 42999-43007 (2023) - [j19]Hannes Weinreuter, Nadine-Rebecca Strelau, Barbara Deml, Michael Heizmann:
Verhaltensentscheidungen für das automatische Fahren an innerstädtischen T-Kreuzungen mittels ereignisdiskreter Systeme. Autom. 71(4): 258-268 (2023) - [j18]Jannick Kuester, Wolfgang Gross, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann:
Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-22 (2023) - [c31]Jannick Kuester, Wolfgang Groß, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann:
Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression. IGARSS 2023: 5383-5386 - [i8]Chengzhi Wu, Kanran Zhou, Jan-Philipp Kaiser, Norbert Mitschke, Jan-Felix Klein, Julius Pfrommer, Jürgen Beyerer, Gisela Lanza, Michael Heizmann, Kai Furmans:
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors. CoRR abs/2301.05028 (2023) - [i7]Lanxiao Li, Michael Heizmann:
Applying Plain Transformers to Real-World Point Clouds. CoRR abs/2303.00086 (2023) - [i6]Ahmed J. Afifi, Samuel T. Thiele, Sandra Lorenz, Pedram Ghamisi, Raimon Tolosana-Delgado, Moritz Kirsch, Richard Gloaguen, Michael Heizmann:
Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences. CoRR abs/2305.09928 (2023) - [i5]Lanxiao Li, Michael Heizmann:
Randomized 3D Scene Generation for Generalizable Self-supervised Pre-training. CoRR abs/2306.04237 (2023) - [i4]Klaus-Dieter Sommer, Peter Harris, Sascha Eichstädt, Roland Füssl, Tanja Dorst, Andreas Schütze, Michael Heizmann, Nadine Schiering, Andreas Maier, Yuhui Luo, Christos Tachtatzis, Ivan Andonovic, Gordon Gourlay:
Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR abs/2312.13744 (2023) - 2022
- [j17]David Uhlig, Michael Heizmann:
A Probabilistic Approach for Spatio-Temporal Phase Unwrapping in Multi-Frequency Phase-Shift Coding. IEEE Access 10: 52377-52397 (2022) - [j16]Hannes Weinreuter, Nadine-Rebecca Strelau, Kevin Qiu, Yancheng Jiang, Barbara Deml, Michael Heizmann:
Intersection Complexity and Its Influence on Human Drivers. IEEE Access 10: 74059-74070 (2022) - [j15]Michael Heizmann, Alexander Braun, Markus Glitzner, Matthias Günther, Günther Hasna, Christina Klüver, Jakob Krooß, Erik Marquardt, Michael Overdick, Markus Ulrich:
Implementing machine learning: chances and challenges. Autom. 70(1): 90-101 (2022) - [j14]Gisela Lanza, Tamim Asfour, Jürgen Beyerer, Barbara Deml, Jürgen Fleischer, Michael Heizmann, Kai Furmans, Constantin Hofmann, Alexander Cebulla, Christian R. G. Dreher, Jan-Philipp Kaiser, Jan-Felix Klein, Fabian Leven, Simon Mangold, Norbert Mitschke, Nicole Stricker, Julius Pfrommer, Chengzhi Wu, Marco Wurster, Manuel Zaremski:
Agiles Produktionssystem mittels lernender Roboter bei ungewissen Produktzuständen am Beispiel der Anlasser-Demontage. Autom. 70(6): 504-516 (2022) - [j13]Christian R. G. Dreher, Manuel Zaremski, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Michael Heizmann, Barbara Deml, Tamim Asfour:
Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion. Autom. 70(6): 517-533 (2022) - [j12]Marco Wurster, Jan-Felix Klein, Jan-Philipp Kaiser, Simon Mangold, Kai Furmans, Michael Heizmann, Jürgen Fleischer, Gisela Lanza:
Integrierte Steuerungsarchitektur für ein agiles Demontagesystem mit autonomer Produktbefundung. Autom. 70(6): 542-556 (2022) - [j11]Julia Hartung, Patricia M. Dold, Andreas Jahn, Michael Heizmann:
Analysis of AI-Based Single-View 3D Reconstruction Methods for an Industrial Application. Sensors 22(17): 6425 (2022) - [c30]Lanxiao Li, Michael Heizmann:
A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision. ECCV (30) 2022: 656-673 - [c29]Markus Schwabe, Thorsten Hoffmann, Sebastian Murgul, Michael Heizmann:
Estimation of Music Recording Quality to Predict Automatic Music Transcription Performance. ICSM 2022: 322-337 - [c28]Jannick Kuester, Wolfgang Gross, Simon Schreiner, Michael Heizmann, Wolfgang Middelmann:
Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data. WHISPERS 2022: 1-5 - [d1]Maximilian Schambach, Michael Heizmann:
A Multispectral Light Field Dataset for Light Field Deep Learning. IEEE DataPort, 2022
- [i3]Lanxiao Li, Michael Heizmann:
A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision. CoRR abs/2207.04997 (2022) - [i2]Kyle Retan, Frasher Loshaj, Michael Heizmann:
Radar Odometry on SE(3) with Constant Acceleration Motion Prior and Polar Measurement Model. CoRR abs/2209.05956 (2022) - 2021
- [j10]Kyle Retan, Frasher Loshaj, Michael Heizmann:
Radar Odometry on $SE(3)$ With Constant Velocity Motion Prior. IEEE Robotics Autom. Lett. 6(4): 6386-6393 (2021) - [j9]Moritz Beck, Georg Maier, Merle Flitter, Robin Gruna, Thomas Längle, Michael Heizmann, Jürgen Beyerer:
An Extended Modular Processing Pipeline for Event-Based Vision in Automatic Visual Inspection. Sensors 21(18): 6143 (2021) - [c27]Maximilian Schambach, Jiayang Shi, Michael Heizmann:
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning. 3DV 2021: 186-196 - [c26]Lanxiao Li, Michael Heizmann:
2.5D-VoteNet: Depth Map based 3D Object Detection for Real-Time Applications. BMVC 2021: 262 - [c25]Norbert Mitschke, Michael Heizmann:
Image-Based Visual Servoing of Rotationally Invariant Objects Using a U-Net Prediction. ICARA 2021: 235-240 - [c24]Nina Felicitas Heide, Erik Müller, Janko Petereit, Michael Heizmann:
X3SEG: Model-Agnostic Explanations For The Semantic Segmentation Of 3D Point Clouds With Prototypes And Criticism. ICIP 2021: 3687-3691 - [c23]Norbert Mitschke, Yunou Ji, Michael Heizmann:
Task Specific Image Enhancement for Improving the Accuracy of CNNs. ICPRAM 2021: 174-181 - [i1]Maximilian Schambach, Jiayang Shi, Michael Heizmann:
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning. CoRR abs/2103.10179 (2021) - 2020
- [j8]Johannes Wetzel, Astrid Laubenheimer, Michael Heizmann:
Joint Probabilistic People Detection in Overlapping Depth Images. IEEE Access 8: 28349-28359 (2020) - [j7]Maximilian Schambach, Michael Heizmann:
A Multispectral Light Field Dataset and Framework for Light Field Deep Learning. IEEE Access 8: 193492-193502 (2020) - [j6]Michael Heizmann, Alexander Braun, Markus Hüttel, Christina Klüver, Erik Marquardt, Michael Overdick, Markus Ulrich:
Artificial intelligence with neural networks in optical measurement and inspection systems. Autom. 68(6): 477-487 (2020) - [c22]David Uhlig, Michael Heizmann:
A Calibration Method for the Generalized Imaging Model with Uncertain Calibration Target Coordinates. ACCV (3) 2020: 541-559 - [c21]Nina Felicitas Heide, Philipp Woock, Maximilian Sauer, Timo Leitritz, Michael Heizmann:
UCSR: Registration and Fusion of Cross-Source 2D and 3D Sensor Data in Unstructured Environments. FUSION 2020: 1-8 - [c20]Johannes Wetzel, Astrid Laubenheimer, Michael Heizmann:
Temporal Smoothing for Joint Probabilistic People Detection in a Depth Sensor Network. MFI 2020: 140-145
2010 – 2019
- 2019
- [j5]Christoph Bergs, Michael Heizmann:
Kombination unterschiedlicher Modellierungsansätze für die betriebsbegleitende Simulation industrieller Prozesse. Autom. 67(3): 183-192 (2019) - [c19]Johannes Wetzel, Samuel Zeitvogel, Astrid Laubenheimer, Michael Heizmann:
Scene-Adaptive Optimization Scheme for Depth Sensor Networks. CERC 2019: 111-116 - [c18]Norbert Mitschke, Michael Heizmann, Klaus-Henning Noffz, Ralf Wittmann:
A Fixed-Point Quantization Technique for Convolutional Neural Networks Based on Weight Scaling. ICIP 2019: 3836-3840 - [c17]Christoph Bergs, Michael Heizmann, Dirk Hartmann, Gilberto Lem Carillo:
Novel method for online wear estimation of centrifugal pumps using multi-fidelity modeling. ICPS 2019: 185-190 - [c16]Mohamed Khalil, Christoph Bergs, Theodoros Papadopoulos, Roland Wüchner, Kai-Uwe Bletzinger, Michael Heizmann:
IIoT-based Fatigue Life Indication using Augmented Reality. INDIN 2019: 746-751 - [c15]Marcel Hildebrandt, Mohamed Khalil, Christoph Bergs, Volker Tresp, Roland Wüchner, Kai-Uwe Bletzinger, Michael Heizmann:
Remaining Useful Life Estimation for Unknown Motors Using a Hybrid Modeling Approach. INDIN 2019: 1327-1332 - 2018
- [c14]Norbert Mitschke, Michael Heizmann, Klaus-Henning Noffz, Ralf Wittmann:
Gradient Based Evolution to Optimize the Structure of Convolutional Neural Networks. ICIP 2018: 3438-3442 - [c13]Christoph Bergs, Michael Heizmann, Harald Held:
Hybrid modeling approaches with a view to model output prediction for industrial applications. INDIN 2018: 258-263 - 2017
- [j4]Jürgen Beyerer, Michael Heizmann, Thomas Längle:
Machine vision in automation technology. Autom. 65(6): 367 (2017) - [c12]Faraz Bhatti, Thomas Greiner, Michael Heizmann, Mathias Ziebarth:
An extended architecture to optimize execution time of 3D image processing deflectometry algorithm using FPGA. ICSIPA 2017: 257-262 - [c11]Faraz Bhatti, Thomas Greiner, Michael Heizmann, Mathias Ziebarth:
A new FPGA based architecture to improve performance of deflectometry image processing algorithm. TSP 2017: 559-562 - 2016
- [c10]Tan-Toan Le, Mathias Ziebarth, Thomas Greiner, Michael Heizmann:
Systematic design of object shape matched wavelet filter banks for defect detection. TSP 2016: 470-473 - 2014
- [c9]Tan-Toan Le, Mathias Ziebarth, Thomas Greiner, Michael Heizmann:
Optimized size-adaptive feature extraction based on content-matched rational wavelet filters. EUSIPCO 2014: 1672-1676 - 2013
- [c8]Tan-Toan Le, Mathias Ziebarth, Thomas Greiner, Michael Heizmann:
Inspection of specular surfaces using optimized M-channel wavelets. ICASSP 2013: 2405-2409 - [c7]Andreas Hahn, Mathias Ziebarth, Michael Heizmann, Andreas Rieder:
Defect Classification on Specular Surfaces Using Wavelets. SSVM 2013: 501-512 - 2012
- [j3]Jürgen Beyerer, Michael Heizmann, Helge-Björn Kuntze:
Visual Servoing. Autom. 60(5): 243-245 (2012) - [j2]Christian Kühnert, Lutz Gröll, Michael Heizmann, Markus Reischl, Ralf Mikut:
Methoden zur datengetriebenen Formulierung und Visualisierung von Kausalitätshypothesen. Autom. 60(10): 630-640 (2012) - 2010
- [c6]Ioana Gheta, Michael Heizmann, Andrey Belkin, Jürgen Beyerer:
World Modeling for Autonomous Systems. KI 2010: 176-183
2000 – 2009
- 2008
- [c5]Ioana Gheta, Michael Heizmann, Jürgen Beyerer:
Bayesian fusion of multivariate image to obtain depth information. FUSION 2008: 1-7 - 2007
- [c4]Ioana Gheta, Christian Frese, Michael Heizmann, Jürgen Beyerer:
A New Approach for Estimating Depth by Fusing Stereo and Defocus Information. GI Jahrestagung (1) 2007: 26-31 - 2006
- [j1]Michael Heizmann:
Techniques for the segmentation of striation patterns. IEEE Trans. Image Process. 15(3): 624-631 (2006) - [c3]Ioana Gheta, Christian Frese, Michael Heizmann:
Fusion of Combined Stereo and Focus Series for Depth Estimation. GI Jahrestagung (1) 2006: 359-363 - [c2]Michael Heizmann, Jürgen Beyerer:
Sampling the parameter domain of image series. Image Processing: Algorithms and Systems 2006: 23-33 - 2005
- [c1]Michael Heizmann:
Fusion von Bildserien in der automatischen Sichtprüfung. GI Jahrestagung (2) 2005: 322-326
Coauthor Index
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last updated on 2024-10-08 21:28 CEST by the dblp team
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