05099nam 22015373a 450 991036775740332120250203235433.09783039213764303921376810.3390/books978-3-03921-376-4(CKB)4100000010106143(oapen)https://directory.doabooks.org/handle/20.500.12854/52517(ScCtBLL)5ddaff7b-c58a-4283-a2a5-6041e89b403d(OCoLC)1163849944(oapen)doab52517(EXLCZ)99410000001010614320250203i20192019 uu engurmn|---annantxtrdacontentcrdamediacrrdacarrierMachine Learning and Embedded Computing in Advanced Driver Assistance Systems (ADAS)John Ball, Bo TangMDPI - Multidisciplinary Digital Publishing Institute2019Basel, Switzerland :MDPI,2019.1 electronic resource (344 p.)9783039213757 303921375X This book contains the latest research on machine learning and embedded computing in advanced driver assistance systems (ADAS). It encompasses research in detection, tracking, LiDAR and camera processing, ethics, and communications. Several new datasets are also provided for future research work. Researchers and others interested in these topics will find important advances contained in this book.History of engineering and technologybicsscFPGArecurrence plot (RP)residual learningneural networksdriver monitoringnavigationdepthwise separable convolutionoptimizationdynamic path-planning algorithmsobject trackingsub-regioncooperative systemsconvolutional neural networksDSRCVANETjoystickroad sceneconvolutional neural network (CNN)multi-sensorp-normocclusioncrash injury severity predictiondeep leaningsqueeze-and-excitationelectric vehiclesperception in challenging conditionsT-S fuzzy neural networktotal vehicle mass of the front vehicleelectrocardiogram (ECG)communicationsgenerative adversarial netscameraadaptive classifier updatingVehicle-to-X communicationsconvolutional neural networkpredictiveGeobroadcastinfinity normurban object detectormachine learningautomated-manual transitionred light-running behaviorsphotoplethysmogram (PPG)panoramic image datasetparallel architecturesvisual trackingautopilotADASkinematic controlGPUroad lane detectionobstacle detection and classificationGabor convolution kernelautonomous vehicleIntelligent Transport Systemsdriving decision-making modelGaussian kernelautonomous vehiclesenhanced learningethical and legal factorskernel based MIL algorithmimage inpaintingfusionterrestrial vehicledriverlessdrowsiness detectionmap generationobject detectioninterfacemachine visiondriving assistanceblind spot detectiondeep learningrelative speedautonomous driving assistance systemdiscriminative correlation filter bankrecurrent neural networkemergency decisionsLiDARreal-time object detectionvehicle dynamicspath planningactuation systemsmaneuver algorithmautonomous drivingsmart bandthe emergency situationstwo-wheeledsupport vector machine modelglobal regionbiological visionautomated drivingHistory of engineering and technologyBall John660667Tang BoScCtBLLScCtBLLBOOK9910367757403321Machine Learning and Embedded Computing in Advanced Driver Assistance Systems (ADAS)4323257UNINA