03471nam 2200877z- 450 991055764480332120210501(CKB)5400000000045005(oapen)https://directory.doabooks.org/handle/20.500.12854/68349(oapen)doab68349(EXLCZ)99540000000004500520202105d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierApplications of Computer Vision in Automation and RoboticsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online resource (186 p.)3-03943-581-7 3-03943-582-5 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.History of engineering and technologybicssc3D printsadditive manufacturingaerial imageryair nozzlesattentionaugmented realitycalibrationcombined metricscomponent associationcomputer visioncontour point distributionconvolutional neural networkconvolutional neural networksdeep learningdefect inspectiondistributiondomain adaptationedge gradient directionencoder-decoderfeature descriptorfeature regionfeature subset selectionfertilizersgenerative adversarial networkshead mounted displayshistogramimage analysisimage processingimage registrationindustrial and robotic vision systemsindustrial objectsinfrared pedestrian detectionk-NN algorithmmachine visionmonitoringoptical see-through displaypart recognitionrecyclingsemantic segmentationsortingstructural similaritysurface quality assessmenttransparent plastic granulatevideo analysisvisual inspection and diagnosticsHistory of engineering and technologyOkarma Krzysztofedt1325367Okarma KrzysztofothBOOK9910557644803321Applications of Computer Vision in Automation and Robotics3036807UNINA