Applications of Computer Vision in Automation and Robotics

• Autres auteurs: Okarma, Krzysztof (Éditeur intellectuel)
• Format: Électronique Chapitre de livre
• Langue: anglais
• Publié: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Sujets: History of engineering & technology; machine vision; defect inspection; image registration; feature region; contour point distribution; edge gradient direction; augmented reality; calibration; head mounted displays; optical see-through display; computer vision; infrared pedestrian detection; encoder-decoder; attention; convolutional neural network; deep learning; domain adaptation; semantic segmentation; generative adversarial networks; convolutional neural networks; aerial imagery; image processing; fertilizers; distribution; monitoring; component association; part recognition; feature descriptor; histogram; feature subset selection; industrial objects; sorting; k-NN algorithm; transparent plastic granulate; recycling; air nozzles; additive manufacturing; 3D prints; surface quality assessment; image analysis; combined metrics; structural similarity; video analysis; visual inspection and diagnostics; industrial and robotic vision systems
• Accès en ligne: DOAB: download the publication; DOAB: description of the publication

This book presents recent research results related to various applications of computer vision methods in the widely understood contexts of automation and robotics. As the current progress of image analysis applications may be easily observed in various areas of everyday life, it becomes one of the m...