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So that the computer doesn't mistake a Chihuahua for a muffin
in manufacturing processes. It uses the natural transport motion of the object for simultaneous 2D and 3D surface detection under different viewing and illumination directions, mimicking human inspection
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Platform-ZERO aims to reach zero defect manufacturing for the photovoltaic industry
and is being further developed for this application, among others. It combines very fast optical 2D and 3D inspection methods with intelligent algorithms. This allows us to detect even the finest defects
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Perception, Localisation & Mapping
- /en/research-topics/perception-localisation-mapping
navigation, and correct handling of objects by machines (e.g. crane or forklift) requires not only 2D but also 3D modeling of the surroundings based on point clouds provided by laser scanners, stereo camera systems [...] therefore researched methods of object classification, semantic environment segmentation, tracking and 3D pose estimation, trained networks and built the necessary computing infrastructure. We are also in
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Decoding the 3D world: How Spatial Sensing and AI are Revolutionizing Robotics
and object manipulation might seem trivial to a human, however, automating these tasks within diverse 3D spaces and over time is still in the focus of today’s research. In his presentation, Beleznai discusses
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Digital Forest Inventory: Research Initiative Tests the Use of Artificial Intelligence in Alpine Protection Forests
will be deployed, leveraging the properties of emitted and reflected light beams to digitally map the 3D structure of vegetation and the underlying terrain. Drawing upon AIT's extensive experience and expertise
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Detecting cracks in stainless steel
step using photometric methods: In this process, in addition to detailed and high-contrast 2D images, an exact 3D model of the surface is also calculated, in which surface defects become even more clearly
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Tobias Glück, Andreas Kugi and Stefan Flixeder win Paper Award
Unit Complex Dynamical Systems/VAC), Andreas Kugi (VAC und ACIN/TU Wien) and Stefan Flixeder (former PhD student ACIN/TU Wien) develop automation systems to support the manufacturing process of deformable [...] production. The IFAC World Congress (International Federation of Automatic Control) takes place every 3 years. It promotes research and application of automatic control and systems engineering. At each IFAC