Applications of Computer Vision in Automation and Robotics
Okarma, Krzysztof
Applications of Computer Vision in Automation and Robotics - Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021 - 1 electronic resource (186 p.)
Open Access
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.
Creative Commons
English
books978-3-03943-582-1 9783039435814 9783039435821
10.3390/books978-3-03943-582-1 doi
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
Applications of Computer Vision in Automation and Robotics - Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021 - 1 electronic resource (186 p.)
Open Access
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.
Creative Commons
English
books978-3-03943-582-1 9783039435814 9783039435821
10.3390/books978-3-03943-582-1 doi
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