03450nam 2200865z- 450 991055764480332120231214133136.0(CKB)5400000000045005(oapen)https://directory.doabooks.org/handle/20.500.12854/68349(EXLCZ)99540000000004500520202105d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierApplications of Computer Vision in Automation and RoboticsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic 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 & technologybicsscmachine visiondefect inspectionimage registrationfeature regioncontour point distributionedge gradient directionaugmented realitycalibrationhead mounted displaysoptical see-through displaycomputer visioninfrared pedestrian detectionencoder-decoderattentionconvolutional neural networkdeep learningdomain adaptationsemantic segmentationgenerative adversarial networksconvolutional neural networksaerial imageryimage processingfertilizersdistributionmonitoringcomponent associationpart recognitionfeature descriptorhistogramfeature subset selectionindustrial objectssortingk-NN algorithmtransparent plastic granulaterecyclingair nozzlesadditive manufacturing3D printssurface quality assessmentimage analysiscombined metricsstructural similarityvideo analysisvisual inspection and diagnosticsindustrial and robotic vision systemsHistory of engineering & technologyOkarma Krzysztofedt1325367Okarma KrzysztofothBOOK9910557644803321Applications of Computer Vision in Automation and Robotics3036807UNINA