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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 issues --- History of engineering & technology --- human-height estimation --- depth video --- depth 3D conversion --- artificial intelligence --- convolutional neural networks --- deep neural network --- convolutional neural network --- environmental sound recognition --- feature combination --- multimodal joint representation --- content curation social networks --- different recommend tasks --- content based recommend systems --- scene/place classification --- semantic segmentation --- deep learning --- weighting matrix --- speech enhancement --- generative adversarial network --- relativistic GAN --- lightweight neural network --- single image super-resolution --- image enhancement --- image restoration --- residual dense networks --- visual sentiment analysis --- sentiment classification --- graph convolutional networks --- generative adversarial networks --- traffic surveillance image processing --- image de-raining --- fluency evaluation --- speech recognition --- data augmentation --- variational autoencoder --- speech conversion --- heartbeat classification --- convolutional neural network (CNN) --- canonical correlation analysis (CCA) --- Indian Sign Language (ISL) --- natural language processing --- avatar --- sign movement --- context-free grammar --- object detection --- logical story unit detection (LSU) --- object re-ID --- computer vision --- image processing --- single image artifacts reduction --- dense networks --- residual networks --- channel attention networks --- n/a

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

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 issues --- History of engineering & technology --- human-height estimation --- depth video --- depth 3D conversion --- artificial intelligence --- convolutional neural networks --- deep neural network --- convolutional neural network --- environmental sound recognition --- feature combination --- multimodal joint representation --- content curation social networks --- different recommend tasks --- content based recommend systems --- scene/place classification --- semantic segmentation --- deep learning --- weighting matrix --- speech enhancement --- generative adversarial network --- relativistic GAN --- lightweight neural network --- single image super-resolution --- image enhancement --- image restoration --- residual dense networks --- visual sentiment analysis --- sentiment classification --- graph convolutional networks --- generative adversarial networks --- traffic surveillance image processing --- image de-raining --- fluency evaluation --- speech recognition --- data augmentation --- variational autoencoder --- speech conversion --- heartbeat classification --- convolutional neural network (CNN) --- canonical correlation analysis (CCA) --- Indian Sign Language (ISL) --- natural language processing --- avatar --- sign movement --- context-free grammar --- object detection --- logical story unit detection (LSU) --- object re-ID --- computer vision --- image processing --- single image artifacts reduction --- dense networks --- residual networks --- channel attention networks

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

Geometric group theory is the study of the interplay between groups and the spaces they act on, and has its roots in the works of Henri Poincaré, Felix Klein, J.H.C. Whitehead, and Max Dehn. Office Hours with a Geometric Group Theorist brings together leading experts who provide one-on-one instruction on key topics in this exciting and relatively new field of mathematics. It's like having office hours with your most trusted math professors.An essential primer for undergraduates making the leap to graduate work, the book begins with free groups-actions of free groups on trees, algorithmic questions about free groups, the ping-pong lemma, and automorphisms of free groups. It goes on to cover several large-scale geometric invariants of groups, including quasi-isometry groups, Dehn functions, Gromov hyperbolicity, and asymptotic dimension. It also delves into important examples of groups, such as Coxeter groups, Thompson's groups, right-angled Artin groups, lamplighter groups, mapping class groups, and braid groups. The tone is conversational throughout, and the instruction is driven by examples.Accessible to students who have taken a first course in abstract algebra, Office Hours with a Geometric Group Theorist also features numerous exercises and in-depth projects designed to engage readers and provide jumping-off points for research projects.

Geometric group theory. --- "ient. --- 4-valent tree. --- Cantor set. --- Cayley 2-complex. --- Cayley graph. --- Coxeter group. --- DSV method. --- Dehn function. --- Dehn twist. --- Euclidean space. --- Farey complex. --- Farey graph. --- Farey tree. --- Gromov hyperbolicity. --- Klein's criterion. --- Milnor-Schwarz lemma. --- Möbius transformation. --- Nielsen-Schreier Subgroup theorem. --- Perron-Frobenius theorem. --- Riemannian manifold. --- Schottky lemma. --- Thompson's group. --- asymptotic dimension. --- automorphism group. --- automorphism. --- bi-Lipschitz equivalence. --- braid group. --- braids. --- coarse isometry. --- combinatorics. --- compact orientable surface. --- cone type. --- configuration space. --- context-free grammar. --- curvature. --- dead end. --- distortion. --- endomorphism. --- finite group. --- folding. --- formal language. --- free abelian group. --- free action. --- free expansion. --- free group. --- free nonabelian group. --- free reduction. --- generators. --- geometric group theory. --- geometric object. --- geometric space. --- graph. --- group action. --- group element. --- group ends. --- group growth. --- group presentation. --- group theory. --- group. --- homeomorphism. --- homomorphism. --- hyperbolic geometry. --- hyperbolic group. --- hyperbolic space. --- hyperbolicity. --- hyperplane arrangements. --- index. --- infinite graph. --- infinite group. --- integers. --- isoperimetric problem. --- isoperimetry. --- jigsaw puzzle. --- knot theory. --- lamplighter group. --- manifold. --- mapping class group. --- mathematics. --- membership problem. --- metric space. --- non-free action. --- normal subgroup. --- path metric. --- ping-pong lemma. --- ping-pong. --- polynomial growth theorem. --- product. --- punctured disks. --- quasi-isometric equivalence. --- quasi-isometric rigidity. --- quasi-isometry group. --- quasi-isometry invariant. --- quasi-isometry. --- reflection group. --- reflection. --- relators. --- residual finiteness. --- right-angled Artin group. --- robotics. --- semidirect product. --- space. --- surface group. --- surface. --- symmetric group. --- symmetry. --- topological model. --- topology. --- train track. --- tree. --- word length. --- word metric. --- word problem.