Super-Resolution Imaging (The Springer International Series by Subhasis Chaudhuri

By Subhasis Chaudhuri

Super-Resolution Imaging serves as a vital reference for either academicians and practising engineers. it may be used either as a textual content for complicated classes in imaging and as a table reference for these operating in multimedia, electric engineering, computing device technology, and arithmetic.
the 1st ebook to hide the hot examine sector of super-resolution imaging, this article contains paintings at the following groundbreaking subject matters:

  • picture zooming according to wavelets and generalized interpolation;
  • Super-resolution from sub-pixel shifts;
  • Use of blur as a cue;
  • Use of warping in super-resolution;
  • answer enhancement utilizing a number of apertures;
  • Super-resolution from movement facts;
  • Super-resolution from compressed video;
  • Limits in super-resolution imaging.

Written via the top specialists within the box, Super-Resolution Imaging offers a accomplished research of present expertise, besides new study findings and instructions for destiny work.

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Multimedia Interaction and Intelligent User Interfaces: by Ling Shao,Caifeng Shan,Jiebo Luo,Minoru Etoh

By Ling Shao,Caifeng Shan,Jiebo Luo,Minoru Etoh

client electronics (CE) units, delivering multimedia leisure and permitting communique, became ubiquitous in lifestyle. notwithstanding, purchaser interplay with such apparatus at the moment calls for using units resembling distant controls and keyboards, that are usually inconvenient, ambiguous and non-interactive. a huge problem for the trendy CE is the layout of person interfaces for CE items that allow interactions that are average, intuitive and enjoyable. As many CE items are provided with microphones and cameras, the exploitation of either audio and visible details for interactive multimedia is a transforming into box of research.

Collecting jointly contributions from a global choice of specialists, together with prime researchers in undefined, this certain textual content offers the most recent advances in functions of multimedia interplay and person interfaces for buyer electronics. protecting problems with either multimedia content material research and human-machine interplay, the ebook examines a variety of options from laptop imaginative and prescient, laptop studying, audio and speech processing, communications, man made intelligence and media technology.

Topics and lines: introduces novel computationally effective algorithms to extract semantically significant audio-visual occasions; investigates modality allocation in clever multimodal presentation platforms, making an allowance for the cognitive affects of modality on human details processing; offers an summary on gesture regulate applied sciences for CE; offers structures for ordinary human-computer interplay, digital content material insertion, and human motion retrieval; examines recommendations for 3D face pose estimation, actual task popularity, and video precis caliber review; discusses the good points that signify the recent iteration of CE and examines how net providers should be built-in with CE items for greater person experience.

This booklet is a necessary source for researchers and practitioners from either academia and operating in parts of multimedia research, human-computer interplay and interactive consumer interfaces. Graduate scholars learning computing device imaginative and prescient, trend reputation and multimedia also will locate this an invaluable reference.

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Signal Processing for Computer Vision by Gösta H. Granlund,Hans Knutsson

By Gösta H. Granlund,Hans Knutsson

Signal Processing for desktop Vision is a special and thorough remedy of the sign processing points of filters and operators for low-level computing device imaginative and prescient.
laptop imaginative and prescient has stepped forward significantly over fresh years. From tools basically acceptable to easy photos, it has built to deal with more and more advanced scenes, volumes and time sequences. A sizeable a part of this e-book bargains with the matter of designing types that may be used for a number of reasons inside computing device imaginative and prescient. those partial versions have a few basic homes of invariance new release and generality in version new release.
Signal Processing for laptop Vision is the 1st e-book to offer a unified remedy of illustration and filtering of upper order facts, reminiscent of vectors and tensors in multidimensional area. incorporated is a scientific enterprise for the implementation of complicated versions in a hierarchical modular constitution and novel fabric on adaptive filtering utilizing tensor facts illustration.
Signal Processing for computing device Vision is meant for ultimate 12 months undergraduate and graduate scholars in addition to engineers and researchers within the box of computing device imaginative and prescient and photograph processing.

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Novelty, Information and Surprise by Günther Palm

By Günther Palm

The e-book deals a brand new method of details concept that's extra normal then the classical procedure via Shannon. The classical definition of knowledge is given for an alphabet of symbols or for a suite of together specific propositions (a partition of the chance house Ω) with corresponding chances including as much as 1. the hot definition is given for an arbitrary disguise of Ω, i.e. for a suite of most likely overlapping propositions. The generalized info idea is termed novelty and it truly is observed by way of new techniques derived from it, specific as info and shock, which describe "opposite" models of novelty, details being comparable extra to classical details concept and shock being similar extra to the classical suggestion of statistical value. within the dialogue of those 3 techniques and their interrelations a number of homes or periods of covers are outlined, which turn into lattices. The booklet additionally provides purposes of those new techniques, generally in records and in neuroscience.

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Modeling, Simulation and Visual Analysis of Crowds: A by Saad Ali,Ko Nishino,Dinesh Manocha,Mubarak Shah

By Saad Ali,Ko Nishino,Dinesh Manocha,Mubarak Shah

Over the final a number of years there was a starting to be curiosity in constructing computational methodologies for modeling and interpreting events and behaviors of ‘crowds' of individuals. This curiosity spans a number of medical components that comes with machine imaginative and prescient, special effects, and Pedestrian Evacuation Dynamics. although those assorted clinical fields are attempting to version a similar actual entity (i.e. a crowd of people), examine principles have developed independently. therefore each one self-discipline has built thoughts and views which are normally their very own.

The target of this publication is to give you the readers a complete map in the direction of the typical target of higher examining and synthesizing the pedestrian flow in dense, heterogeneous crowds. The book is prepared into assorted elements that consolidate quite a few points of analysis in the direction of this universal objective, particularly the modeling, simulation, and visible research of crowds.

Through this publication, readers will see the typical rules and imaginative and prescient in addition to the various demanding situations and strategies, that may stimulate novel techniques to completely greedy “crowds."

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Dictionary of Computer Vision and Image Processing, Enhanced by Robert B. Fisher,Toby P. Breckon,Kenneth Dawson-Howe,Andrew

By Robert B. Fisher,Toby P. Breckon,Kenneth Dawson-Howe,Andrew Fitzgibbon,Craig Robertson,Emanuele Trucco,Christopher K. I. Williams

Written by way of major researchers, the 2nd version of the Dictionary of machine imaginative and prescient & snapshot Processing is a complete and trustworthy source which now offers reasons of over 3500 of the main established phrases throughout snapshot processing, computing device imaginative and prescient and comparable fields together with laptop imaginative and prescient. It deals transparent and concise definitions with brief examples or mathematical precision the place important for readability that finally makes it a truly usable reference for brand new entrants to those fields at senior undergraduate and graduate point, via to early profession researchers to aid increase wisdom of key options. because the booklet is an invaluable resource for fresh terminology and ideas, skilled execs also will locate it a helpful source for maintaining to this point with the most recent advances.

New good points of the 2nd Edition:

  • Contains greater than one thousand new phrases, significantly an elevated concentrate on snapshot processing and desktop imaginative and prescient terms;
  • Includes the addition of reference hyperlinks around the majority of phrases pointing readers to extra information regarding the concept that lower than dialogue with the intention to proceed to extend their understanding;
  • Now to be had as an e-book with better content material: nearly 50 movies to additional illustrate particular phrases; energetic cross-linking among phrases in order that readers can simply navigate from one comparable time period to a different and increase an entire photo of the subject in query; and hyperlinked references to totally embed the textual content within the present literature.

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On Statistical Pattern Recognition in Independent Component by Addisson Salazar

By Addisson Salazar

A ordinary evolution of statistical sign processing, in reference to the innovative raise in computational strength, has been exploiting higher-order info. hence, high-order spectral research and nonlinear adaptive filtering have acquired the eye of many researchers. the most profitable suggestions for non-linear processing of information with complicated non-Gaussian distributions is the self sufficient part research combination modelling (ICAMM). This thesis defines a singular formalism for trend reputation and type in response to ICAMM, which unifies a definite variety of trend attractiveness initiatives permitting generalization. The flexible and robust framework built during this paintings can take care of facts acquired from really diverse components, corresponding to picture processing, impact-echo checking out, cultural historical past, hypnograms research, web-mining and may for that reason be hired to resolve many various real-world problems.

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Hybrid Soft Computing for Image Segmentation by Siddhartha Bhattacharyya,Paramartha Dutta,Sourav De,Goran

By Siddhartha Bhattacharyya,Paramartha Dutta,Sourav De,Goran Klepac

This ebook proposes delicate computing strategies for segmenting real-life pictures in purposes similar to snapshot processing, picture mining, video surveillance, and clever transportation structures. The booklet indicates hybrids deriving from 3 major methods: fuzzy structures, basically used for dealing with real-life difficulties that contain uncertainty; man made neural networks, often utilized for laptop cognition, studying, and popularity; and evolutionary computation, as a rule used for seek, exploration, effective exploitation of contextual info, and optimization.

The contributed chapters talk about either the strengths and the weaknesses of the ways, and the publication should be useful for researchers and graduate scholars within the domain names of photo processing and computational intelligence.

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Computer Vision: Einführung in die Verarbeitung und Analyse by Lutz Priese

By Lutz Priese

Der Autor erläutert in dieser Einführung auf Bachelorniveau die in der laptop imaginative and prescient verwendeten technischen Ausdrücke: Grundlagen des menschlichen Sehens, Farbe, exakte Begriffsbestimmungen zum Thema "Bild", Transformationen, lineare und nicht-lineare filter out, Fouriertransformation, Morphologie, Merkmale im Bild wie Kanten, Ecken, geometrische Formen mittels Hough-Transformation, assorted Hüllen und Skelettierung. Ferner höhere Merkmale wie SIFT, Shape-Context und statistische Merkmale, Texturmerkmale. Die Bestimmung von Segmenten (zusammenhängende Regionen ähnlicher Farben oder Grauwerte) wird in einem eigenen Kapitel ausführlich behandelt.

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Standards in der Medienproduktion (X.media.press) (German by Thomas Hoffmann-Walbeck,Gottfried Zimmermann,Marko

By Thomas Hoffmann-Walbeck,Gottfried Zimmermann,Marko Hedler,Jan-Peter Homann,Alexander Henka,Sebastian Riegel,Ansgar Gerlicher,Martin Goik,Christophe Strobbe

Dieses Buch gibt einen strukturierten Überblick zu den verschiedenen criteria und Spezifikationen der Medienproduktion für Print, net und cellular Devices.Nach einer soliden Einführung in die Grundlagen von digitalen Dokumenten werden deren Bestandteile wie Texte, Schriften, Farben, Vektorgrafiken, Pixelbilder und Metadaten ausführlich behandelt. Die relevanten criteria und Spezifikationen zur Medienproduktion werden beschrieben und mit Beispielen verdeutlicht.Dabei stehen die verschiedenen XML/HTML5-Derivate für internet und cellular units sowie PDF für den Druck im Vordergrund. Die wichtigsten Metadatenformate wie JDF, XMP und EXIF werden genauso behandelt wie die Transformation von XML-Dokumenten und Dokumentenstandards für E-Books und Apps für cellular Endgeräte. Hierbei wird nicht nur der Aufbau der criteria und Spezifikationen erläutert sondern auch ihre Relevanz für die praktische Arbeit. Das Buch richtet sich an Studierende und Praktiker der Medienproduktion.

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