04152nam 2201009z- 450 991059507700332120240301154507.0(CKB)5680000000080756(oapen)https://directory.doabooks.org/handle/20.500.12854/92049(EXLCZ)99568000000008075620202209d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierArtificial Intelligence for Multimedia Signal ProcessingBaselMDPI Books20221 electronic resource (212 p.)3-0365-4966-8 3-0365-4965-X Artificial intelligence technologies are also actively applied to broadcasting and multimedia processing technologies. A lot of research has been conducted in a wide variety of fields, such as content creation, transmission, and security, and these attempts have been made in the past two to three years to improve image, video, speech, and other data compression efficiency in areas related to MPEG media processing technology. Additionally, technologies such as media creation, processing, editing, and creating scenarios are very important areas of research in multimedia processing and engineering. This book contains a collection of some topics broadly across advanced computational intelligence algorithms and technologies for emerging multimedia signal processing as: Computer vision field, speech/sound/text processing, and content analysis/information mining.Technology: general issuesbicsscHistory of engineering & technologybicsschuman-height estimationdepth videodepth 3D conversionartificial intelligenceconvolutional neural networksdeep neural networkconvolutional neural networkenvironmental sound recognitionfeature combinationmultimodal joint representationcontent curation social networksdifferent recommend taskscontent based recommend systemsscene/place classificationsemantic segmentationdeep learningweighting matrixspeech enhancementgenerative adversarial networkrelativistic GANlightweight neural networksingle image super-resolutionimage enhancementimage restorationresidual dense networksvisual sentiment analysissentiment classificationgraph convolutional networksgenerative adversarial networkstraffic surveillance image processingimage de-rainingfluency evaluationspeech recognitiondata augmentationvariational autoencoderspeech conversionheartbeat classificationconvolutional neural network (CNN)canonical correlation analysis (CCA)Indian Sign Language (ISL)natural language processingavatarsign movementcontext-free grammarobject detectionlogical story unit detection (LSU)object re-IDcomputer visionimage processingsingle image artifacts reductiondense networksresidual networkschannel attention networksTechnology: general issuesHistory of engineering & technologyKim Byung-Gyuedt761212Jun DongsanedtKim Byung-GyuothJun DongsanothBOOK9910595077003321Artificial Intelligence for Multimedia Signal Processing3039267UNINA