04863nam 2200553 450 991046741470332120200520144314.03-11-053796-610.1515/9783110537949(CKB)4100000001501836(MiAaPQ)EBC5159257(DE-B1597)479058(OCoLC)1015878284(DE-B1597)9783110537949(Au-PeEL)EBL5159257(CaPaEBR)ebr11481002(EXLCZ)99410000000150183620171215h20182018 uy| 0engurcnu||||||||rdacontentrdamediardacarrierPattern Recognition introduction, features, classifiers and principles /Jürgen Beyerer, Matthias Richter, Matthias NagelBerlin :De Gruyter,[2018]©20181 online resource (306 pages)De Gruyter graduate3-11-053793-1 3-11-053794-X Includes bibliographical references and index.Frontmatter -- Preface / Beyerer, Jürgen / Richter, Matthias / Nagel, Matthias -- Contents -- List of Tables -- List of Figures -- Notation -- Introduction -- 1. Fundamentals and definitions -- 2. Features -- 3. Bayesian decision theory -- 4. Parameter estimation -- 5. Parameter free methods -- 6. General considerations -- 7. Special classifiers -- 8. Classification with nominal features -- 9. Classifier-independent concepts -- A. Solutions to the exercises -- B. A primer on Lie theory -- C. Random processes -- Bibliography -- Glossary -- IndexThe book offers a thorough introduction to Pattern Recognition aimed at master and advanced bachelor students of engineering and the natural sciences. Besides classification - the heart of Pattern Recognition - special emphasis is put on features, their typology, their properties and their systematic construction. Additionally, general principles that govern Pattern Recognition are illustrated and explained in a comprehensible way. Rather than presenting a complete overview over the rapidly evolving field, the book is to clarifies the concepts so that the reader can easily understand the underlying ideas and the rationale behind the methods. For this purpose, the mathematical treatment of Pattern Recognition is pushed so far that the mechanisms of action become clear and visible, but not farther. Therefore, not all derivations are driven into the last mathematical detail, as a mathematician would expect it. Ideas of proofs are presented instead of complete proofs. From the authors' point of view, this concept allows to teach the essential ideas of Pattern Recognition with sufficient depth within a relatively lean book. Mathematical methods explained thoroughly Extremely practical approach with many examples Based on over ten years lecture at Karlsruhe Institute of Technology For students but also for practitionersThe book offers a thorough introduction to Pattern Recognition aimed at master and advanced bachelor students of engineering and the natural sciences. Besides classification - the heart of Pattern Recognition - special emphasis is put on features, their typology, their properties and their systematic construction. Additionally, general principles that govern Pattern Recognition are illustrated and explained in a comprehensible way. Rather than presenting a complete overview over the rapidly evolving field, the book is to clarifies the concepts so that the reader can easily understand the underlying ideas and the rationale behind the methods. For this purpose, the mathematical treatment of Pattern Recognition is pushed so far that the mechanisms of action become clear and visible, but not farther. Therefore, not all derivations are driven into the last mathematical detail, as a mathematician would expect it. Ideas of proofs are presented instead of complete proofs. From the authors' point of view, this concept allows to teach the essential ideas of Pattern Recognition with sufficient depth within a relatively lean book. Mathematical methods explained thoroughlyExtremely practical approach with many examplesBased on over ten years lecture at Karlsruhe Institute of TechnologyFor students but also for practitionersDe Gruyter graduate.Pattern recognition systemsElectronic books.Pattern recognition systems.ST 330rvkBeyerer Jürgen1029954Richter Matthias1957-Nagel M(Matthias),MiAaPQMiAaPQMiAaPQBOOK9910467414703321Pattern Recognition2446643UNINA04486nam 2200565 450 991051176990332120200514202323.01-350-02198-91-350-02200-41-350-02197-010.5040/9781350022003(CKB)4100000007009693(MiAaPQ)EBC5541310(OCoLC)1089124313(CaBNVSL)9781350022003(EXLCZ)99410000000700969320190429e20192018 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierSoviet critical design Senezh Studio and the Communist surround /Tom CubbinFirst edition.London, England :Bloomsbury Publishing,2018.1 online resource (249 pages) illustrationsCultural histories of designIncludes index.1-350-02199-7 Includes bibliographical references and index.Introduction: The Communist SurroundSocialist Objects as Critical DesignThe Communist SurroundThe Language of Soviet DesignLate SocialismConclusion Chapter 1: Art, Technology and Design in the Soviet ThawTechnical Aesthetics as a 'Science of Design'Theories of Design in Art and AestheticsProblems of DesignForeign InfluencesFrom Chaos to HarmonyThe Production Art of the FutureObjects of the FutureConclusion Chapter 2: Senezh Studio and the Emergence of a Critical PracticeThe Artist in DesignSeminar for Design and Industrial Art -- Programme of WorkSummary of Courses in Colour and Composition, 1969Industrial Policy and LabourOpen FormSites of Experimentation: Socialist Spaces of the FutureMethodological Philosophy and the Reassessment of Artistic ProjecteeringThe Domestic Information MachineConclusion Chapter 3: Semiotics, Environment, and the Historical TurnAbandoning Industrial DesignRedefining Visual AgitationConservation of Architectural HeritageRetrospectivism, Memory and HistoryTheatricalizationConclusion: Opening the Semiotic Cage Chapter 4: Design and the Projective ImaginationEnvironment and the 'Museification' Debate'Projectivism' and DesignIcons of a Higher RealityUnderground CultureMaiakovskii Square as a Theatre of Post-Authoritarian UrbanityConclusion Chapter 5: A Quiet Conversation Among Things: Memory, Agency and Materiality at the End of HistoryBackground: Cultural Ecology and Projecteering in PushchinoThe Abandoned HousePerestroika and TimePhotographsTablesIconsConclusion Conclusion End MatterAppendix I -- Complete List of Senezh ProjectsAppendix II -- Key PeopleIndex."Soviet Critical Design is the first monograph to explore the socialist design practice of 'artistic projecteering', which was developed by the USSR's Senezh Experimental Studio in the 1960s. Tom Cubbin first examines the studio as a site for the development of the design discipline in the optimistic environment of the Soviet Thaw of the 1960s. He then explores how designers adapted to new realities of the Soviet Union of the 1970s and 80s. Over two decades, designers at the studio worked on critical projects that highlighted how the Soviet state's treatment of citizens, urban heritage and the environment was manifest in daily life. Drawing on previously unpublished visual material from private archives and also extensive interviews, this book presents a new history of the late socialist period in the USSR, which gives insight into the creative strategies of designers who engaged their practice as a contribution to broader discussions on alternative models for socialist existence. Overall, it argues that artistic projecteering must be read as a utopian activity which privileged the political and ideological over the functional."--Provided by publisher.Cultural histories of design.Architectural designResearchRussia (Federation)DesignResearchRussia (Federation)History of art / art & design stylesElectronic books.AestheticsArchitectural HistoryArchitectural designResearchDesignResearch729Cubbin Tom1067605EBLCPCaBNVSLUkLoBPBOOK9910511769903321Soviet critical design2551574UNINA