03595nam 2200661Ia 450 991095716550332120251209170932.01-351-83388-X1-315-21799-61-4398-1931-910.1201/9781439819319(CKB)2670000000044339(EBL)581717(OCoLC)665581440(SSID)ssj0000429141(PQKBManifestationID)11280465(PQKBTitleCode)TC0000429141(PQKBWorkID)10429995(PQKB)10333114(MiAaPQ)EBC581717(Au-PeEL)EBL581717(CaPaEBR)ebr10411996(CaONFJC)MIL693220(OCoLC)636915830(FINmELB)ELB158078(EXLCZ)99267000000004433920100813d2010 uy 0engur|n|---|||||txtccrSuper-resolution imaging /edited by Peyman Milanfar1st ed.Boca Raton CRC Press20101 online resource (492 p.)Digital imaging and computer visionDescription based upon print version of record.1-322-61938-7 1-4398-1930-0 Includes bibliographical references and index.Front cover; Contents; Preface; Chapter 1: Image Super-Resolution: Historical Overviewand Future Challenges; Chapter 2: Super-Resolution Using Adaptive Wiener Filters; Chapter 3: Locally Adaptive Kernel Regression for Space-Time Super-Resolution; Chapter 4: Super-Resolution with Probabilistic Motion Estimation; Chapter 5: Spatially Adaptive Filtering asRegularization in Inverse Imaging:Compressive Sensing, Super-Resolution, and Upsampling; Chapter 6: Registration for Super-Resolution: Theory,Algorithms, and Applications in Image and Mobile Video EnhancementChapter 7: Towards Super-Resolution in the Presence of Spatially Varying BlurChapter 8: Toward Robust Reconstruction-Based Super-Resolution; Chapter 9: Multiframe Super-Resolution from a Bayesian Perspective; Chapter 10: Variational Bayesian Super-Resolution Reconstruction; Chapter 11: Pattern Recognition Techniques for Image Super-Resolution; Chapter 12: Super-Resolution Reconstruction of Multichannel Images; Chapter 13: New Applications of Super-Resolution in Medical Imaging; Chapter 14: Practicing Super-Resolution: What Have We Learned?; Index; Back coverWith the exponential increase in computing power and broad proliferation of digital cameras, super-resolution imaging is poised to become the next ""killer app."" The growing interest in this technology has manifested itself in an explosion of literature on the subject. Super-Resolution Imaging consolidates key recent research contributions from eminent scholars and practitioners in this area and serves as a starting point for exploration into the state of the art in the field. It describes the latest in both theoretical and practical aspects of direct relevance to academiaDigital Imaging and Computer VisionHigh resolution imagingImage processingDigital techniquesHigh resolution imaging.Image processingDigital techniques.621.36/7Milanfar Peyman1859920MiAaPQMiAaPQMiAaPQBOOK9910957165503321Super-resolution imaging4464273UNINA