Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB - Karlsruhe Center for Material Signatures KCMHere you can download the program overview as a PDF file
Program
Tabbed contents
First Conference Day
November 21, 2024
| time | action | author | organization | title |
| 09:30 a.m. | Registration and distribution of conference documents with welcome coffee | |||
| 10:00 a.m. | Welcome and opening | |||
| Metrological applications | ||||
| 10:15 a.m. | Lecture | Bernd Jähne | Uni-Heidelberg | Subsurface imaging of dynamic processes close to an interface by active thermography |
| 10:40 a.m. | Lecture | Manuel Klaiber | Uni-Stuttgart GSaME | Automated, Image-Based Parameter Optimization for Single-Pulse Laser Drilling |
| 11:05 a.m. | Poster session | Bernd Jähne | Uni-Heidelberg | Release 4.1 of the EMVA 1288 Standard |
| Poster session | Bastian Erdnüß | Fraunhofer IOSB | M-estimator in vector space | |
| Poster session | Markus Schatzl | senswork GmbH | The Future of Machine Vision: AI Software Designed with Users in Mind | |
| 11:20 a.m. | Coffee break and poster presentation | |||
| Robotics | ||||
| 11:35 a.m. | Lecture | Gergely Sóti | HS-Karlsruhe IRAS | Enhancing Robotic Actions Through a Continuous Geometric Framework Based on Neural Radiance Fields |
| 12:00 p.m. | Lecture | Msuega Jnr. Iorpenda | TH-Würzburg/Schweinfurt | Constrained Hand-Multiple-Eyes Calibration |
| 12:25 p.m. | Poster session | Ines Müller | Chromasens GmbH | Machine Learning-Based Battery Electrode Foil Inspection |
| Poster session | Michael Beising | EVT GmbH | Uncertainties in ML: Quality of AI in industrial image processing | |
| 12:40 p.m. | Lunch break and poster presentation | |||
| Image acquisition | ||||
| 01:40 p.m. | Lecture | Hanna Senke | Fraunhofer IOSB-INA | Deep Learning-Based Localisation of Combine Harvester Components in Thermal Images |
| 02:05 p.m. | Lecture | Christian Kludt | Fraunhofer IOSB | Analysis of the noise characteristics of a synthetically rendered scence and conclusions for sensor-realistic image simulation |
| 02:30 p.m. | Lecture | Alkhazur Manakov | Uni-Heidelberg HCI/IWR | Performance comparision of area-scan and event-based camera |
| 02:55 p.m. | Coffee break and poster presentation | |||
| Image processing | ||||
| 03:15 p.m. | Lecture | Akshaya Srinivasan | Fraunhofer ITWM | Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation |
| 03:40 p.m. | Lecture | Simon Wezstein | MSTVision GmbH | Designing fast semantic segmentation CNNs for FPGAs |
| 04:05 p.m. | Coffee break | |||
| AI as a measuring and testing tool | ||||
| 04:15 p.m. | Panel discussion | Moderation: Bernd Jähne | Uni-Heidelberg | Is the classic measuring equipment analysis sufficient or is more needed? |
| M. Heizmann (standardization), M. Huber (AI expert), M. Ulrich (measurement technology), A. Braun (optics, image acquisition), C. Neukirch (VW) | ||||
| 05:15 p.m. | End of the first day |
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| 07:00 p.m. | Reception and evening event in the Torbogensaal of the Botanical Garden Karlsruhe | |||
Second Conference Day
November 22, 2024
| time | action | author | organization | title |
| Beginning | ||||
| Uncertainties with ML | ||||
| 09:00 a.m. | Lecture | Kira Wursthorn | KIT-IPF | Semantic Segmentation and Uncertainty Quantification with Vision Transformers for Industrial Applications |
| 09:25 a.m. | Lecture | Steven Landgraf | KIT-IPF | Evaluation of Multi-task Uncertainties in Joint Semantic Segmentation and Monocular Depth Estimation |
| Perception of persons | ||||
| 09:50 a.m. | Lecture | Dennis Basile | Fraunhofer IOSB-INA | Evaluation of 3D-LiDAR Based Person Detaction Algorithms for Edge Computing |
| 10:15 a.m. | Lecture | Vishwesh Vishwesh | Fraunhofer IOSB | Explainable Fatigue Detection in Assembly Tasks through Graph Neural Networks |
| 10:40 a.m. | Coffee break and poster presentation | |||
| Plenary lecture | ||||
| 11:10 a.m. | Plenary lecture | Ivo Ihrke | Uni-Siegen | Light Fields and Rich Data AI |
| 12:00 p.m. | Lunch break and poster presentation | |||
| Vehicles | ||||
| 01:00 p.m. | Lecture | Jan Lippemeier | TH-Ostwestfalen-Lippe | Visual Car Brand Classification by Implementing a Synthetic Image Dataset Creation Pipeline |
| 01:25 p.m. | Lecture | Richard Fehler | FZI | Robust traffic light detection and stop line release through map association in automated vehicles |
| 01:50 p.m. | Lecture | Alexander Braun | HS-Düsseldorf | Evaluating object detection algorithms on automotive datasets with the generalized spatial recall index |
| 02:15 p.m. | Coffee break | |||
| Vehicles | ||||
| 02:30 p.m. | Lecture | M. Saquib Sarfraz | Mercedes-Benz Tech Innovation GmbH | AI Scratching Your Car: Using Diffusion Models for Training Data Generation in Automotive Damage Detection |
| 02:55 p.m. | Lecture | Christian Kinzig | KIT-MRT | Image Stitching using Gradual Image Warping in Autonomous Driving |
| 03:20 p.m. | Best Contribution Award, summary and closing remarks | |||
| 03:40 p.m. | End | |||