AVICON – Scientific Publications: 3D Printing, AI & Hyperspectral Analysis, 3D/2D Filtering
AVICON Scientific Publications – Demonstrating Technological Excellence
We proudly present four significant scientific articles showcasing our research and technological innovation. Each serves as evidence of our expertise in advanced measurement technologies and vision systems:
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3D reactive inkjet printing of aliphatic polyureas using in-air coalescence technique
DOI: 10.1039/D1RA07883F
AVICON Technologies: mechanical design of the test station; high-resolution optical system; microprocessor control enabling nanosecond precision in the printing process; vision system controlling droplet coalescence (Zebra Aurora Vision Library™).
In brief: Development of a 3D printing system and technology for precise two-component polyurethane printing.
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Hyperspectral Imaging for Analysis and Classification of Plastic Waste
DOI: DOI: 10.1109/ICPR48806.2021.9412737
AVICON Technologies: integration of hyperspectral cameras (Specim FX17: 900–1700 nm); proprietary machine learning algorithms for material classification; prototype sorting station built as part of implementation.
In brief: A system for plastic waste analysis using hyperspectral imaging and efficient ML algorithms.
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Application of Deep Learning on Hyperspectral Data for Classification of Shoe Upper Materials
AVICON Technologies: combination of NIR–SWIR Specim FX17 hyperspectral camera with a convolutional neural network for automated material classification on sorting lines.
In brief: A system for classifying shoe upper materials in recycling, reducing manual sorting and increasing throughput.
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Point Cloud Filtering Using 2D–3D Matching Method
AVICON Technologies: fusion of Time-of-Flight 3D camera data with telecentric 2D camera; use of ICP and ORB algorithms for precise point cloud filtering.
In brief: Innovative method for denoising 3D measurements, applied in high-precision industrial measurement systems.
Key Takeaways
- Proven technical excellence – AVICON’s work is published in reputable journals and conferences, confirming our technological leadership.
- Integrated vision solutions – our systems combine 2D, 3D, and hyperspectral cameras with advanced algorithms, AI, deep learning, and opto-mechanical synchronization.
- Real-world deployments – our research has been translated into industrial applications including classification, quality control, and 3D printing systems.
Curious how these technologies can benefit your business?
Get in touch—we’d be happy to prepare a demo, feasibility study, or case analysis tailored to your industry.
