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  • Bernd Jähne - Welcome & Introduction
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  • Michel Ollivier - Welcome Note from TIAMA, Gold Sponsor of the forum
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  • Arnaud Mestivier - Machine Vision is changing, lighting adapts and innovates
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  • Sébastien Frasse-Sombet - European-Made Infrared Image Sensors for Machine Vision Applications
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  • André Frooehly - New developments in radar imaging with applications to high resolution surface reconstruction
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  • Peter Seitz - The future of image sensing - More intelligence or more sensing?
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  • Davide Migliore - Using time in event-based vision for advanced machine perception
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  • Dominik Walter - Quantum Ghost Imaging for Remote Sensing
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  • Doris Antensteiner - Single image multi-spectral photometric stereo unsing a split u-shaped CNN
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  • Johannes Meyer - Material Defect Detection in Transparent Objects by SNR-optimized Image Fusion
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  • Matteo Poggi - Single camera Stereo Robot (SiSteR)
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  • Samo Šela - In-Line Deep-Learning Approach for Surface-Defect Detection
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  • Christian Wolf - Learning high-level reasoning in and from images
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  • Stefan Duffner - Towards low-complexity computer vision with deep neural network compression
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  • Matteo Poggi - Real-time self-adaptive deep stereo
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  • Jean-Eric Michallet - French Evening I: The ecosystem of digital technologies in Auvergne-Rhône-Alpes
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  • Christian Wolf - French Evening II: Activities of LIRIS
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  • François Simoens - French Evening III: CEA-TECH - Speeding up innovation for industry
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  • Steffen Sauer - Simulation-based Assistance for Manual Optical Inspection Tasks
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  • Chiara Fend - Reinforcement Learning for Accurate Object Detection on Supermarket Shelves
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  • Bernd Jähne - Integrating Optical Components into Vision Systems by an Open Communication Interface — EMVA’s new OOCI Standard
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  • Jens Döge - A Vision System-on-Chip with Multi-Stage Compressing Readout
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  • Gregory Duchene - Improving vision systems efficiency through integral optical system design
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  • Glenn-Iv Plaine - Corning Varioptic Lenses
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  • Peter O'Brien - Packaging and assembly challenges for integrated photonics - development of manufacturing solutions for communications, medical and security markets
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  • François Simoens - The convergence of photonics and electronics: an opportunity for machine vision
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  • Alexis Debray - Technology Transitions in the Machine Vision Industry
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  • Bernd Jähne - Announcement of Location and Focal Topic of the 5th European Machine Vision Forum / Farewell
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  • Single image multi-spectral photometric stereo using a split u-shaped CNN
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  • Industrial inspection
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  • Visual inspection and robtics
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  • Motivation: Single image multi-spectral photometric stereo
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  • Photometric stereo
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  • Problem: Existing PS solutions are not well suited for industrial applications
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  • Challenge: Need for high performance
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  • Oursolution: Neuralnetworkspreservetheaccuracylost throughreduction
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  • AIT Split U-Net
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  • Results
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  • Conclusions
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