Michael Heizmann

78 papers A 1B 3C 9Misc 2Journal 41Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comprehensive Description of Uncertainty in Measurement for Representation and Propagation with Scalable Precision. CoRR Ali Darijani, Jürgen Beyerer, Zahra Sadat Hajseyed Nasrollah, Luisa Hoffmann, Michael Heizmann
2025	J	`jnl`	6D Pose Estimation on Point Cloud Data through Prior Knowledge Integration: A Case Study in Autonomous Disassembly. CoRR Chengzhi Wu, Hao Fu, Jan-Philipp Kaiser, Erik Tabuchi Barczak, Julius Pfrommer, Gisela Lanza, Michael Heizmann, Jürgen Beyerer
2025	J	`jnl`	Beat and Downbeat Tracking in Performance MIDI Using an End-to-End Transformer Architecture. CoRR Sebastian Murgul, Michael Heizmann
2025	J	`jnl`	Beat-Based Rhythm Quantization of MIDI Performances. CoRR Maximilian Wachter, Sebastian Murgul, Michael Heizmann
2025	—	`conf`	Exploring Procedural Data Generation for Automatic Acoustic Guitar Fingerpicking Transcription. AIMC Sebastian Murgul, Michael Heizmann
2025	J	`jnl`	Exploring Procedural Data Generation for Automatic Acoustic Guitar Fingerpicking Transcription. CoRR Sebastian Murgul, Michael Heizmann
2025	J	`jnl`	Fine-Tuning MIDI-to-Audio Alignment using a Neural Network on Piano Roll and CQT Representations. CoRR Sebastian Murgul, Moritz Reiser, Michael Heizmann, Christoph Seibert
2025	J	`jnl`	Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription. CoRR Anna Hamberger, Sebastian Murgul, Jochen Schmidt, Michael Heizmann
2025	—	`conf`	Joint Transcription of Acoustic Guitar Strumming Directions and Chords. ISMIR Sebastian Murgul, Johannes Schimper, Michael Heizmann
2025	J	`jnl`	Joint Transcription of Acoustic Guitar Strumming Directions and Chords. CoRR Sebastian Murgul, Johannes Schimper, Michael Heizmann
2024	C	`conf`	3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression. IGARSS Jannick Kuester, Wolfgang Gross, Andreas Michel, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
2024	—	`conf`	Effects of a Multi-Sensor Convolutional Autoencoder Model for Lossy Hyperspectral Data Compression on Surveillance Target Detection. WHISPERS Jannick Kuester, Andreas Michel, Simon Schreiner, Wolfgang Middelmann, Wolfgang Gross, Michael Heizmann
2024	J	`jnl`	Learning human actions from complex manipulation tasks and their transfer to robots in the circular factory. Autom. Manuel Zaremski, Blanca Handwerker, Christian R. G. Dreher, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Gerhard Neumann, Michael Heizmann, Tamim Asfour, Barbara Deml
2024	—	`conf`	Leveraging Thermal Imaging for Robust Human Pose Estimation in Low-Light Vision. ACCV Workshops (1) Mickael Cormier, Caleb Ng Zhi Yi, Andreas Specker, Benjamin Blaß, Michael Heizmann, Jürgen Beyerer
2024	J	`jnl`	Managing uncertainty in product and process design for the circular factory. Autom. Michael Heizmann, Jürgen Beyerer, Stefan Dietrich, Luisa Hoffmann, Jan-Philipp Kaiser, Gisela Lanza, Alina Roitberg, Rainer Stiefelhagen, Nicole Stricker, Helena Wexel, Frederik Zanger
2024	J	`jnl`	Modelling of measuring systems - From white box models to cognitive approaches. CoRR Nadine Schiering, Sascha Eichstädt, Michael Heizmann, Wolfgang Koch, Linda-Sophie Schneider, Stephan Scheele, Klaus-Dieter Sommer
2024	—	`conf`	Multi-Sensor Multi-Stream Data Fusion Using Deep Learning for Hyperspectral Point Cloud Segmentation. WHISPERS Ahmed Jamal Afifi, Aldino Rizaldy, Elias Arbash, Sandra Lorenz, Richard Gloaguen, Michael Heizmann
2024	J	`jnl`	The role of an ontology-based knowledge backbone in a circular factory. Autom. Constantin Hofmann, Steffen Staab, Michael Selzer, Gerhard Neumann, Kai Furmans, Michael Heizmann, Jürgen Beyerer, Gisela Lanza, Julius Pfrommer, Tobias Düser, Jan-Felix Klein
2024	J	`jnl`	Tinto: Multisensor Benchmark for 3-D Hyperspectral Point Cloud Segmentation in the Geosciences. IEEE Trans. Geosci. Remote. Sens. Ahmed J. Afifi, Samuel T. Thiele, Aldino Rizaldy, Sandra Lorenz, Pedram Ghamisi, Raimon Tolosana-Delgado, Moritz Kirsch, Richard Gloaguen, Michael Heizmann
2023	J	`jnl`	Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. Jannick Kuester, Wolfgang Gross, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
2023	J	`jnl`	Applying Plain Transformers to Real-World Point Clouds. CoRR Lanxiao Li, Michael Heizmann
2023	C	`conf`	Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression. IGARSS Jannick Kuester, Wolfgang Groß, Simon Schreiner, Wolfgang Middelmann, Michael Heizmann
2023	J	`jnl`	Improved Separation of Polyphonic Chamber Music Signals by Integrating Instrument Activity Labels. IEEE Access Markus Schwabe, Michael Heizmann
2023	J	`jnl`	Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR 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
2023	J	`jnl`	MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors. CoRR Chengzhi Wu, Kanran Zhou, Jan-Philipp Kaiser, Norbert Mitschke, Jan-Felix Klein, Julius Pfrommer, Jürgen Beyerer, Gisela Lanza, Michael Heizmann, Kai Furmans
2023	J	`jnl`	Randomized 3D Scene Generation for Generalizable Self-supervised Pre-training. CoRR Lanxiao Li, Michael Heizmann
2023	J	`jnl`	Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences. CoRR Ahmed J. Afifi, Samuel T. Thiele, Sandra Lorenz, Pedram Ghamisi, Raimon Tolosana-Delgado, Moritz Kirsch, Richard Gloaguen, Michael Heizmann
2023	J	`jnl`	Verhaltensentscheidungen für das automatische Fahren an innerstädtischen T-Kreuzungen mittels ereignisdiskreter Systeme. Autom. Hannes Weinreuter, Nadine-Rebecca Strelau, Barbara Deml, Michael Heizmann
2022	—	`conf`	A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision. ECCV (30) Lanxiao Li, Michael Heizmann
2022	J	`jnl`	A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision. CoRR Lanxiao Li, Michael Heizmann
2022	J	`jnl`	A Probabilistic Approach for Spatio-Temporal Phase Unwrapping in Multi-Frequency Phase-Shift Coding. IEEE Access David Uhlig, Michael Heizmann
2022	J	`jnl`	Agiles Produktionssystem mittels lernender Roboter bei ungewissen Produktzuständen am Beispiel der Anlasser-Demontage. Autom. 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
2022	J	`jnl`	Analysis of AI-Based Single-View 3D Reconstruction Methods for an Industrial Application. Sensors Julia Hartung, Patricia M. Dold, Andreas Jahn, Michael Heizmann
2022	J	`jnl`	Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion. Autom. Christian R. G. Dreher, Manuel Zaremski, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Michael Heizmann, Barbara Deml, Tamim Asfour
2022	—	`conf`	Estimation of Music Recording Quality to Predict Automatic Music Transcription Performance. ICSM Markus Schwabe, Thorsten Hoffmann, Sebastian Murgul, Michael Heizmann
2022	J	`jnl`	Implementing machine learning: chances and challenges. Autom. Michael Heizmann, Alexander Braun, Markus Glitzner, Matthias Günther, Günther Hasna, Christina Klüver, Jakob Krooß, Erik Marquardt, Michael Overdick, Markus Ulrich
2022	J	`jnl`	Integrierte Steuerungsarchitektur für ein agiles Demontagesystem mit autonomer Produktbefundung. Autom. Marco Wurster, Jan-Felix Klein, Jan-Philipp Kaiser, Simon Mangold, Kai Furmans, Michael Heizmann, Jürgen Fleischer, Gisela Lanza
2022	J	`jnl`	Intersection Complexity and Its Influence on Human Drivers. IEEE Access Hannes Weinreuter, Nadine-Rebecca Strelau, Kevin Qiu, Yancheng Jiang, Barbara Deml, Michael Heizmann
2022	J	`jnl`	Radar Odometry on SE(3) with Constant Acceleration Motion Prior and Polar Measurement Model. CoRR Kyle Retan, Frasher Loshaj, Michael Heizmann
2022	—	`conf`	Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data. WHISPERS Jannick Kuester, Wolfgang Gross, Simon Schreiner, Michael Heizmann, Wolfgang Middelmann
2021	A	`conf`	2.5D-VoteNet: Depth Map based 3D Object Detection for Real-Time Applications. BMVC Lanxiao Li, Michael Heizmann
2021	J	`jnl`	An Extended Modular Processing Pipeline for Event-Based Vision in Automatic Visual Inspection. Sensors Moritz Beck, Georg Maier, Merle Flitter, Robin Gruna, Thomas Längle, Michael Heizmann, Jürgen Beyerer
2021	—	`conf`	Image-Based Visual Servoing of Rotationally Invariant Objects Using a U-Net Prediction. ICARA Norbert Mitschke, Michael Heizmann
2021	J	`jnl`	Radar Odometry on $SE(3)$ With Constant Velocity Motion Prior. IEEE Robotics Autom. Lett. Kyle Retan, Frasher Loshaj, Michael Heizmann
2021	—	`conf`	Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning. 3DV Maximilian Schambach, Jiayang Shi, Michael Heizmann
2021	J	`jnl`	Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning. CoRR Maximilian Schambach, Jiayang Shi, Michael Heizmann
2021	C	`conf`	Task Specific Image Enhancement for Improving the Accuracy of CNNs. ICPRAM Norbert Mitschke, Yunou Ji, Michael Heizmann
2021	B	`conf`	X ICIP Nina Felicitas Heide, Erik Müller, Janko Petereit, Michael Heizmann
2020	—	`conf`	A Calibration Method for the Generalized Imaging Model with Uncertain Calibration Target Coordinates. ACCV (3) David Uhlig, Michael Heizmann
2020	J	`jnl`	A Multispectral Light Field Dataset and Framework for Light Field Deep Learning. IEEE Access Maximilian Schambach, Michael Heizmann
2020	J	`jnl`	Artificial intelligence with neural networks in optical measurement and inspection systems. Autom. Michael Heizmann, Alexander Braun, Markus Hüttel, Christina Klüver, Erik Marquardt, Michael Overdick, Markus Ulrich
2020	J	`jnl`	Joint Probabilistic People Detection in Overlapping Depth Images. IEEE Access Johannes Wetzel, Astrid Laubenheimer, Michael Heizmann
2020	—	`conf`	Temporal Smoothing for Joint Probabilistic People Detection in a Depth Sensor Network. MFI Johannes Wetzel, Astrid Laubenheimer, Michael Heizmann
2020	C	`conf`	UCSR: Registration and Fusion of Cross-Source 2D and 3D Sensor Data in Unstructured Environments. FUSION Nina Felicitas Heide, Philipp Woock, Maximilian Sauer, Timo Leitritz, Michael Heizmann
2019	B	`conf`	A Fixed-Point Quantization Technique for Convolutional Neural Networks Based on Weight Scaling. ICIP Norbert Mitschke, Michael Heizmann, Klaus-Henning Noffz, Ralf Wittmann
2019	C	`conf`	IIoT-based Fatigue Life Indication using Augmented Reality. INDIN Mohamed Khalil, Christoph Bergs, Theodoros Papadopoulos, Roland Wüchner, Kai-Uwe Bletzinger, Michael Heizmann
2019	J	`jnl`	Kombination unterschiedlicher Modellierungsansätze für die betriebsbegleitende Simulation industrieller Prozesse. Autom. Christoph Bergs, Michael Heizmann
2019	—	`conf`	Novel method for online wear estimation of centrifugal pumps using multi-fidelity modeling. ICPS Christoph Bergs, Michael Heizmann, Dirk Hartmann, Gilberto Lem Carillo
2019	C	`conf`	Remaining Useful Life Estimation for Unknown Motors Using a Hybrid Modeling Approach. INDIN Marcel Hildebrandt, Mohamed Khalil, Christoph Bergs, Volker Tresp, Roland Wüchner, Kai-Uwe Bletzinger, Michael Heizmann
2019	—	`conf`	Scene-Adaptive Optimization Scheme for Depth Sensor Networks. CERC Johannes Wetzel, Samuel Zeitvogel, Astrid Laubenheimer, Michael Heizmann
2018	B	`conf`	Gradient Based Evolution to Optimize the Structure of Convolutional Neural Networks. ICIP Norbert Mitschke, Michael Heizmann, Klaus-Henning Noffz, Ralf Wittmann
2018	C	`conf`	Hybrid modeling approaches with a view to model output prediction for industrial applications. INDIN Christoph Bergs, Michael Heizmann, Harald Held
2017	—	`conf`	A new FPGA based architecture to improve performance of deflectometry image processing algorithm. TSP Faraz Bhatti, Thomas Greiner, Michael Heizmann, Mathias Ziebarth
2017	—	`conf`	An extended architecture to optimize execution time of 3D image processing deflectometry algorithm using FPGA. ICSIPA Faraz Bhatti, Thomas Greiner, Michael Heizmann, Mathias Ziebarth
2017	J	`jnl`	Machine vision in automation technology. Autom. Jürgen Beyerer, Michael Heizmann, Thomas Längle
2016	—	`conf`	Systematic design of object shape matched wavelet filter banks for defect detection. TSP Tan-Toan Le, Mathias Ziebarth, Thomas Greiner, Michael Heizmann
2014	—	`conf`	Optimized size-adaptive feature extraction based on content-matched rational wavelet filters. EUSIPCO Tan-Toan Le, Mathias Ziebarth, Thomas Greiner, Michael Heizmann
2013	—	`conf`	Defect Classification on Specular Surfaces Using Wavelets. SSVM Andreas Hahn, Mathias Ziebarth, Michael Heizmann, Andreas Rieder
2013	Misc	`conf`	Inspection of specular surfaces using optimized M-channel wavelets. ICASSP Tan-Toan Le, Mathias Ziebarth, Thomas Greiner, Michael Heizmann
2012	J	`jnl`	Methoden zur datengetriebenen Formulierung und Visualisierung von Kausalitätshypothesen. Autom. Christian Kühnert, Lutz Gröll, Michael Heizmann, Markus Reischl, Ralf Mikut
2012	J	`jnl`	Visual Servoing. Autom. Jürgen Beyerer, Michael Heizmann, Helge-Björn Kuntze
2010	Misc	`conf`	World Modeling for Autonomous Systems. KI Ioana Gheta, Michael Heizmann, Andrey Belkin, Jürgen Beyerer
2008	C	`conf`	Bayesian fusion of multivariate image to obtain depth information. FUSION Ioana Gheta, Michael Heizmann, Jürgen Beyerer
2007	—	`conf`	A New Approach for Estimating Depth by Fusing Stereo and Defocus Information. GI Jahrestagung (1) Ioana Gheta, Christian Frese, Michael Heizmann, Jürgen Beyerer
2006	—	`conf`	Fusion of Combined Stereo and Focus Series for Depth Estimation. GI Jahrestagung (1) Ioana Gheta, Christian Frese, Michael Heizmann
2006	C	`conf`	Sampling the parameter domain of image series. Image Processing: Algorithms and Systems Michael Heizmann, Jürgen Beyerer
2006	J	`jnl`	Techniques for the segmentation of striation patterns. IEEE Trans. Image Process. Michael Heizmann
2005	—	`conf`	Fusion von Bildserien in der automatischen Sichtprüfung. GI Jahrestagung (2) Michael Heizmann