Measurement in Machine Vision Editorial Paper

Research output: Journal contributionsOther (editorial matter etc.)Research

Authors

  • Oleg Sergiyenko
  • Wendy Flores-Fuentes
  • Julio C. Rodríguez-Quiñonez
  • Paolo Mercorelli
  • Tohru Kawabe
  • Vikrant Bhateja

Measurement related to different machine vision functions is the base for developing of cyber-physical systems able to see and make decisions. These kinds of systems are emerging in all areas of our daily lives. They can be found in the medical area, in industry, in the agriculture, in all those interconnected cloud computing-based systems related to flying/terrestrial robotics, navigation, automated surgery, smart cities, smart health monitoring, etc. All of them are extremely dependent on the same: adequate coordinates measurement, properly selected data processing and data fusion algorithms, evaluation procedures for performance analysis of measurement within Machine Vision systems, processes and algorithms (both traditional and artificial intelligence), mathematical models for 3D-measurement purposes (measurement of displacements, surface profiles, deformations, data augmentation/interpolation, etc.), and distributed visual measurement systems, as well as distributed memory and sensory part. Cyber-physical systems can be implemented on almost any application, especially on those dotted by robots and automated guided devices (from aerospace applications to domestic cleaners). The success of the measurement process depends on the kind of sensors and their optoelectronics characteristics and intrinsic parameters, as well as their respective operating and processing. The correct approach selection for the application, the data acquisition and collection efficiency, the data processing algorithms, the hardware processors response time, and the intelligent auto adaptability to changing environments or conditions. Recently, the emergence of artificial intelligence algorithms and the internet of things have powerful development of such systems, highlighting the importance and the impact of the measurement accuracy related to machine vision performance.

Original languageEnglish
JournalMeasurement: Journal of the International Measurement Confederation
Volume236
Number of pages4
ISSN0263-2241
DOIs
Publication statusPublished - 15.08.2024

Bibliographical note

Publisher Copyright:
© 2023

    Research areas

  • 3D Spatial Coordinates, Artificial Intelligence, Automatic Measurements, Machine Vision, Measurement, Optical Computing, Remote Sensing, Technical Vision Systems
  • Engineering

Recently viewed

Publications

  1. Towards a caring transdisciplinary research practice
  2. An automated, modular system for organic waste utilization using Hermetia illucens larvae
  3. An antisaturating adaptive preaction and a slide surface to achieve soft landing control for electromagnetic actuators
  4. The Impact of AGVs and Priority Rules in a Real Production Setup – A Simulation Study
  5. Performance incentives in activity-based management
  6. The impact of explicit references in computer supported collaborative learning: Evidence from eye movement analyses
  7. Optimal dynamic scale and structure of a multi-pollution economy
  8. Design, Modeling and Control of an Over-actuated Hexacopter Tilt-Rotor
  9. How does telework modify informal workplace learning and how can supervisors provide support?
  10. Improvements in Flexibility depend on Stretching Duration
  11. Where pragmatics and dialectology meet: Introducing variational pragmatics
  12. Hacking the Classroom
  13. Tree diversity and mycorrhizal type co-determine multitrophic ecosystem functions
  14. Patching Meaningfulness:
  15. Using Long-Duration Static Stretch Training to Counteract Strength and Flexibility Deficits in Moderately Trained Participants
  16. Mixed Pickels
  17. Internet and computer based interventions for cannabis use
  18. Entry, exit and productivity
  19. Active learning for network intrusion detection
  20. Hedge Detection Using the RelHunter Approach
  21. The Creation of the Concept through the Interaction of Philosophy with Science and Art
  22. The persistence of subsistence and the limits to development studies
  23. Individual Scans Fusion in Virtual Knowledge Base for Navigation of Mobile Robotic Group with 3D TVS
  24. Dynamic Semantic Web Content for Museum Guides
  25. Managing Multiple Logics: The Role of Performance Measurement Systems in Social Enterprises
  26. How do students and teachers deal with mathematical modelling problems?