05694nam 2201621z- 450 991057687910332120231214133252.0(CKB)5720000000008384(oapen)https://directory.doabooks.org/handle/20.500.12854/84493(EXLCZ)99572000000000838420202206d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Image Processing, Analysis and Recognition TechnologyBaselMDPI - Multidisciplinary Digital Publishing Institute20221 electronic resource (386 p.)3-0365-3605-1 3-0365-3606-X For many decades, researchers have been trying to make computers’ analysis of images as effective as the system of human vision is. For this purpose, many algorithms and systems have previously been created. The whole process covers various stages, including image processing, representation and recognition. The results of this work can be applied to many computer-assisted areas of everyday life. They improve particular activities and provide handy tools, which are sometimes only for entertainment, but quite often, they significantly increase our safety. In fact, the practical implementation of image processing algorithms is particularly wide. Moreover, the rapid growth of computational complexity and computer efficiency has allowed for the development of more sophisticated and effective algorithms and tools. Although significant progress has been made so far, many issues still remain, resulting in the need for the development of novel approaches.Information technology industriesbicsscComputer sciencebicsscCIELabcomponent SubstitutionPan sharpeningPléiades VHR Imagecoalinertinite maceralsclassificationmultifractal analysissupport vector machineblock-based codingvideo codingH.265/HEVCaffine motion compensationimage registrationhomography matrixlocal homography transformationconvolutional neural networkmoving direct linear transformationsuper-resolution (SR)convolution neural network (CNN)Gene Expression Programming (GEP)deep learningimage preclassificationsuspicious behavior detectionmotionmagnitudegradientreactivitysaliencyhaze removaldark channelatmospheric-light estimationcoarse-to-fine search strategysparse dictionarystable recoveryframeRIPlocal dimmingretinex theorybi-histogram equalizationcontrast ratiodetails preservationpansharpeningimage fusionimage qualitySatellite Pour l'Observation de la Terre (SPOT) 6spectral consistencyspatial consistencysynthesisartificial intelligencedental applicationimagesdetectionparseval frametransformsparse representationoctave convolutionbilingual scene text readingEthiopic scriptattentionnasal cytologyautomatic cell segmentationrhinologyimage analysisfeature extractionshape contextplant recognitionDPCNNBOFnumeral spottinghistorical document analysisconvolutional neural networksdeep transfer learninghandwritten digit recognitionspectrum correctionintensity correctioncompressed sensingtradeoff processIKONOSremote sensingfine-tuninglearning rate schedulercyclical learning rateslabel smoothingclassification accuracyneural networkssalient object detectionRGB-Dobject detectionsmall objectmulti-scale samplingbalanced samplingtexturestructureopticalcokeiron oresinterimage processingsegmentationidentificationaction recognitionsilhouette sequencesshape featuresambient assisted livingactive ageingInformation technology industriesComputer scienceFrejlichowski Dariuszedt1303413Frejlichowski DariuszothBOOK9910576879103321Advances in Image Processing, Analysis and Recognition Technology3027015UNINA