Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB - Karlsruhe Center for Material Signatures KCM
Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB - Karlsruhe Center for Material Signatures KCM

Program

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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
11:40 a.m. Lecture Gergely Sóti HS-Karlsruhe IRAS Enhancing Robotic Actions Through a Continuous Geometric Framework Based on Neural Radiance Fields
12:05 p.m. Lecture Msuega Jnr. Iorpenda TH-Würzburg/Schweinfurt Constrained Hand-Multiple-Eyes Calibration
12:30 p.m. Poster session Ines Müller Chromasens GmbH Machine Learning-Based Battery Electrode Foil Inspection
     
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  

 
07:00 p.m. Reception and evening event in the Torbogensaal of the Botanical Garden Karlsruhe

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