05920nam 2201669z- 450 991055713600332120231214133418.0(CKB)5400000000040693(oapen)https://directory.doabooks.org/handle/20.500.12854/68336(EXLCZ)99540000000004069320202105d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierDigital Signal, Image and Video Processing for Emerging Multimedia TechnologyBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic 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 & technologybicsscclosed circuit television (CCTV)character order preservingcloud systemprivacy risksecurityvideo surveillance3Ddepth mapinter-component predictionMVDreversible data hidingtexturewavelet analysisdeep learningsuper-resolutiondeep neural architecturepattern miningmulti-scale analysisreversible data hiding (RDH)image processingcloud computingpublic key cryptography (PKC)classificationcontent-based image retrievalgenetic algorithmsimage retrievalimage classificationWiener-Granger causalityblock-compressive sensing (BCS)saliencyerror analysisflexible partitioningstep-less adaptive samplingnon-linear filtersMCV and MLV filtersde-noisingnoise removaledge preservingvideo codingmotion estimationmotion compensationaffine motion modelperspective motion modelVVCquantization (signal)channel allocationscalable video codingconvolution neural networkscene recognitionvector of locally aggregated descriptorweakly supervised attention mapfire and smoke detectionspatial and temporalwavelet transformcoefficient of variationimage steganalysisWOWUNIWARDternary classificationconvolutional neural network (CNN)bayesian optimizationgaussian processlearning rateacauisition functionmachine learningmoving objectimage stabilizationobject detectionoptical flowsurveillanceUAVsmultiview high efficiency video codingρ modelbit allocationrate controlimage similarityframe complexityimage deblurringgenerative adversarial networkWasserstein distanceadversarial lossperceptual losssentiment analysissocial medialexiconimage fusionmulti-focustrimapsfocus mapsVisDrone2019aerial imageryFaster R-CNNSSDRFCNYOLOv3RetinaNetSNIPERCenterNetwrist-mounted DiverPADelectrical insulatorcapacitive touchscreenmarine leisure activitiesconvolutional neural networkspattern recognitionlow lightimage restorationdenoisenoise reductiondeep leaningmultiple featuredependency detectionsurveillance systemHistory of engineering & technologyKim Byung-Gyuedt761212Kim Byung-GyuothBOOK9910557136003321Digital Signal, Image and Video Processing for Emerging Multimedia Technology3017184UNINA