05961nam 2201693z- 450 991055713600332120210501(CKB)5400000000040693(oapen)https://directory.doabooks.org/handle/20.500.12854/68336(oapen)doab68336(EXLCZ)99540000000004069320202105d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierDigital Signal, Image and Video Processing for Emerging Multimedia TechnologyBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online resource (392 p.)3-03943-857-3 3-03943-858-1 This book presents collective works published in the recent Special Issue (SI) entitled " Digital Signal, Image and Video Processing for Emerging Multimedia Technology". These works address the emerging technology in signal processing and its new aspects, as well as the related applications. Recent developments in image/video-based deep learning technology have enabled new services in the field of multimedia and recognition technology. The applications vary and range from digital signal processing to image, video and multimedia signal processing, also including object classification, learning mechanism design and data security. Recent advances in numerical, theoretical and experimental methodologies are presented within the scope of the current book, along with the finding of new learning methods and new methodological developments and their limitations. This book brings together a collection of inter-/multidisciplinary works applied to many classification and data security applications in a coherent manner.History of engineering and technologybicssc3Dacauisition functionadversarial lossaerial imageryaffine motion modelbayesian optimizationbit allocationblock-compressive sensing (BCS)capacitive touchscreenCenterNetchannel allocationcharacter order preservingclassificationclosed circuit television (CCTV)cloud computingcloud systemcoefficient of variationcontent-based image retrievalconvolution neural networkconvolutional neural network (CNN)convolutional neural networksde-noisingdeep leaningdeep learningdeep neural architecturedenoisedependency detectiondepth mapedge preservingelectrical insulatorerror analysisFaster R-CNNfire and smoke detectionflexible partitioningfocus mapsframe complexitygaussian processgenerative adversarial networkgenetic algorithmsimage classificationimage deblurringimage fusionimage processingimage restorationimage retrievalimage similarityimage stabilizationimage steganalysisinter-component predictionlearning ratelexiconlow lightmachine learningmarine leisure activitiesMCV and MLV filtersmotion compensationmotion estimationmoving objectmulti-focusmulti-scale analysismultiple featuremultiview high efficiency video codingMVDn/anoise reductionnoise removalnon-linear filtersobject detectionoptical flowpattern miningpattern recognitionperceptual lossperspective motion modelprivacy riskpublic key cryptography (PKC)quantization (signal)rate controlRetinaNetreversible data hidingreversible data hiding (RDH)RFCNsaliencyscalable video codingscene recognitionsecuritysentiment analysisSNIPERsocial mediaspatial and temporalSSDstep-less adaptive samplingsuper-resolutionsurveillancesurveillance systemternary classificationtexturetrimapsUAVsUNIWARDvector of locally aggregated descriptorvideo codingvideo surveillanceVisDrone2019VVCWasserstein distancewavelet analysiswavelet transformweakly supervised attention mapWiener-Granger causalityWOWwrist-mounted DiverPADYOLOv3ρ modelHistory of engineering and technologyKim Byung-Gyuedt761212Kim Byung-GyuothBOOK9910557136003321Digital Signal, Image and Video Processing for Emerging Multimedia Technology3017184UNINA