Michael Heizmann

Karlsruhe Institute of Technology — Germany

Computer Science · Physical Sciences

16h-index1.0kcitations253works0.82yr avg
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Research Topics

Optical measurement and interference techniques(30), Industrial Vision Systems and Defect Detection(28), Advanced Vision and Imaging(27), 3D Surveying and Cultural Heritage(21), Flexible and Reconfigurable Manufacturing Systems(16)

Publications253 total

Optimal aperture settings for generic camera calibration
tm - Technisches Messen·2025
Joint Transcription of Acoustic Guitar Strumming Directions and Chords
arXiv (Cornell University)·2025Open Access
Exploring Procedural Data Generation for Automatic Acoustic Guitar Fingerpicking Transcription
arXiv (Cornell University)·2025Open Access
Beyond the sparsity paradigm: efficient binary frames for event-based vision
2025Open Access
Beat and Downbeat Tracking in Performance MIDI Using an End-to-End Transformer Architecture
arXiv (Cornell University)·2025Open Access
Fine-Tuning MIDI-to-Audio Alignment using a Neural Network on Piano Roll and CQT Representations
arXiv (Cornell University)·2025Open Access
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription
arXiv (Cornell University)·2025Open Access
Image Processing Forum – Forum Bildverarbeitung 2024
tm - Technisches Messen·2025Open Access
6D Pose Estimation on Point Cloud Data through Prior Knowledge Integration: A Case Study in Autonomous Disassembly
arXiv (Cornell University)·2025Open Access
Comparing fast semantic segmentation CNNs for FPGAs with standard methods
tm - Technisches Messen·2025
Data-Driven Decision-Making: Leveraging Digital Twins for Reprocessing in the Circular Factory
Zeitschrift für wirtschaftlichen Fabrikbetrieb·2025Open Access
Verbesserte luftakustische Diagnose von Druckluftleckage mithilfe merkmalsbasierter maschineller Lernverfahren
tm - Technisches Messen·2025
Leveraging Thermal Imaging for Robust Human Pose Estimation in Low-Light Vision
Lecture notes in computer science·2025· 2 cited
Automotive Wire Harness Connector Installation Using Skill-Based Robotic Programming
Springer proceedings in advanced robotics·2025· 1 cited
Robotic Wiring Harness Bin Picking Solution Using a Deep-Learning-Based Spline Prediction and a Multi-stereo Camera Setup
ARENA2036·2025· 1 citedOpen Access
Fast Tracking using Event-based Vision Sensors and Binary Frames
Repository KITopen (Karlsruhe Institute of Technology)·2025Open Access
Einfluss des translatorischen Rucks auf die Wahrnehmung und Kontrolle handgehaltener Geräte: Ein Studiendesign zur Untersuchung der Übertragbarkeit von Ruckwahrnehmungsmodellen Influence of Translatio...
VDI Verlag eBooks·2025
B6.4 - Ev2Gray: Generating Intensity Images from Event Streams
Lectures·2025· 1 citedOpen Access
Modelling of measuring systems – From white box models to cognitive approaches
Measurement Sensors·2024· 2 citedOpen Access
Measurement systems and sensors with cognitive features III
tm - Technisches Messen·2024
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Frequent Co-authors

Jürgen Beyerer(9), Fernando Puente León(9), Norbert Mitschke(4), Ioana Gheţa(4), Maximilian Schambach(3), Julia Hartung(3), Andreas Jahn(3), Jennifer Sander(3), Jan-Philipp Kaiser(3), Julius Pfrommer(3), Gisela Lanza(3), Thomas Längle(3), David Uhlig(3), Dietrich Imkamp(2), Jürgen Berthold(2), Karin Kniel(2), Martin Peterek(2), Robert Schmitt(2), Jochen Seidler(2), Klaus‐Dieter Sommer(2)