04568nam 2201417z- 450 991061946900332120231214132949.03-0365-5074-7(CKB)5670000000391584(oapen)https://directory.doabooks.org/handle/20.500.12854/93177(EXLCZ)99567000000039158420202210d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierIntelligent Sensors for Human Motion AnalysisMDPI - Multidisciplinary Digital Publishing Institute20221 electronic 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.Technology: general issuesbicsscHistory of engineering & technologybicsscgait recognitionbiometricsregularized discriminant analysisparticle swarm optimizationgrey wolf optimizationwhale optimization algorithmFMCWvital signXGBoostMFCCCOVID-193D human pose estimationdeep learninggeneralizationoptical sensing principlemodular sensing unitplantar pressure measurementgait parameters3D human mesh reconstructiondeep neural networkmotion captureneural networksreconstructiongap fillingFFNNLSTMBILSTMGRUpose estimationmovement trackingcomputer visionartificial intelligencemarkerless motion captureassessmentkinematicsdevelopmentmachine learninghuman action recognitionfeatures fusionfeatures selectionrecognitionfall risk detectionbalanceBerg Balance Scalehuman trackingelderlytelemedicinediagnosisprecedence indicatorknowledge measurefuzzy inferencerule inductionposture detectionaggregation functionmarkerlesshuman motion analysisgait analysisdata augmentationskeletal datatime series classificationEMGpattern recognitionrobotcyber-physical systemsRGB-D sensorshuman motion modellingF-FormationKinect v2Azure KinectZed 2isocially occupied spacefacial expression recognitionfacial landmarksaction unitsconvolutional neural networksgraph convolutional networksartifact classificationartifact detectionanomaly detection3D multi-person pose estimationabsolute posescamera-centric coordinatesdeep-learningTechnology: general issuesHistory of engineering & technologyKrzeszowski Tomaszedt1314140Świtoński AdamedtKepski MichaledtCalafate Carlos TavaresedtKrzeszowski TomaszothŚwitoński AdamothKepski MichalothCalafate Carlos TavaresothBOOK9910619469003321Intelligent Sensors for Human Motion Analysis3031756UNINA