Applications of Computer Vision in Automation and Robotics

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Applications of Computer Vision in Automation and Robotics

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...

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Sonstige:
Okarma, Krzysztof
Year of Publication:2021
Language:English
Physical Description:1 electronic resource (186 p.)
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spelling Okarma, Krzysztof edt
Applications of Computer Vision in Automation and Robotics
Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
1 electronic resource (186 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Open access Unrestricted online access star
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 most essential elements of development of Industry 4.0 solutions. Some of the examples, partially discussed in individual chapters, may be related to the visual navigation of mobile robots and drones, monitoring of industrial production lines, non-destructive evaluation and testing, monitoring of the IoT devices or the 3D printing process and the quality assessment of manufactured objects, video surveillance systems, and decision support in autonomous vehicles.
English
History of engineering & technology bicssc
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
3-03943-581-7
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Okarma, Krzysztof oth
language English
format eBook
author2 Okarma, Krzysztof
author_facet Okarma, Krzysztof
author2_variant k o ko
author2_role Sonstige
title Applications of Computer Vision in Automation and Robotics
spellingShingle Applications of Computer Vision in Automation and Robotics
title_full Applications of Computer Vision in Automation and Robotics
title_fullStr Applications of Computer Vision in Automation and Robotics
title_full_unstemmed Applications of Computer Vision in Automation and Robotics
title_auth Applications of Computer Vision in Automation and Robotics
title_new Applications of Computer Vision in Automation and Robotics
title_sort applications of computer vision in automation and robotics
publisher MDPI - Multidisciplinary Digital Publishing Institute
publishDate 2021
physical 1 electronic resource (186 p.)
isbn 3-03943-581-7
3-03943-582-5
illustrated Not Illustrated
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is_hierarchy_title Applications of Computer Vision in Automation and Robotics
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