04609nam 2201441z- 450 9910619469003321202210253-0365-5074-7(CKB)5670000000391584(oapen)https://directory.doabooks.org/handle/20.500.12854/93177(oapen)doab93177(EXLCZ)99567000000039158420202210d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierIntelligent Sensors for Human Motion AnalysisMDPI - Multidisciplinary Digital Publishing Institute20221 online resource (382 p.)3-0365-5073-9 The book, "Intelligent Sensors for Human Motion Analysis," contains 17 articles published in the Special Issue of the Sensors journal. These articles deal with many aspects related to the analysis of human movement. New techniques and methods for pose estimation, gait recognition, and fall detection have been proposed and verified. Some of them will trigger further research, and some may become the backbone of commercial systems.History of engineering and technologybicsscTechnology: general issuesbicssc3D human mesh reconstruction3D human pose estimation3D multi-person pose estimationabsolute posesaction unitsaggregation functionanomaly detectionartifact classificationartifact detectionartificial intelligenceassessmentAzure KinectbalanceBerg Balance ScaleBILSTMbiometricscamera-centric coordinatescomputer visionconvolutional neural networksCOVID-19cyber-physical systemsdata augmentationdeep learningdeep neural networkdeep-learningdevelopmentdiagnosiselderlyEMGF-Formationfacial expression recognitionfacial landmarksfall risk detectionfeatures fusionfeatures selectionFFNNFMCWfuzzy inferencegait analysisgait parametersgait recognitiongap fillinggeneralizationgraph convolutional networksgrey wolf optimizationGRUhuman action recognitionhuman motion analysishuman motion modellinghuman trackingKinect v2kinematicsknowledge measureLSTMmachine learningmarkerlessmarkerless motion captureMFCCmodular sensing unitmotion capturemovement trackingn/aneural networksoptical sensing principleparticle swarm optimizationpattern recognitionplantar pressure measurementpose estimationposture detectionprecedence indicatorrecognitionreconstructionregularized discriminant analysisRGB-D sensorsrobotrule inductionskeletal datasocially occupied spacetelemedicinetime series classificationvital signwhale optimization algorithmXGBoostZed 2iHistory of engineering and technologyTechnology: general issuesKrzeszowski Tomaszedt1314140Świtoński AdamedtKepski MichaledtCalafate Carlos TavaresedtKrzeszowski TomaszothŚwitoński AdamothKepski MichalothCalafate Carlos TavaresothBOOK9910619469003321Intelligent Sensors for Human Motion Analysis3031756UNINA