02997nam 2200613Ia 450 991077822930332120230602201053.01-281-24139-397866112413910-8032-1771-4(CKB)1000000000483917(EBL)332865(OCoLC)476136011(SSID)ssj0000166978(PQKBManifestationID)11180946(PQKBTitleCode)TC0000166978(PQKBWorkID)10170005(PQKB)11158053(MiAaPQ)EBC332865(OCoLC)228166239(MdBmJHUP)muse11866(Au-PeEL)EBL332865(CaPaEBR)ebr10217015(CaONFJC)MIL124139(EXLCZ)99100000000048391720071119d2008 ub 0engur|n|---|||||txtccrHamlin Garland a life /Keith NewlinLincoln University of Nebraska Press20081 online resource (xii, 490 pages, 32 unnumbered pages of plates) illustrationsDescription based upon print version of record.0-8032-3347-7 Includes bibliographical references and index.Title Page; Copyright Page; Table of Contents; List of Illustrations; Acknowledgments; Prologue; 1. Return of the Private, 1860-68; 2. Boy Life on the Prairie, 1868-81; 3. Dakota Homesteader, 1881-84; 4. Boston Mentors, 1884-85; 5. The Earnest Apprentice, 1886-87; 6. Single-Tax Realist, 1888; 7. Life Under the Wheel, 1888-89; 8. Main-Travelled Roads, 1889-91; 9. Table Rapper, 1890-92; 10. The Campaign for Realism, 1893; 11. The Iconoclast, 1893-94; 12. Western Horizons, 1895; 13. ""Ho, For the Klondike!"" 1896-98; 14. The End of the Trail, 1899-1902; 15. Adrift, 1903-716. ""A Born Promoter,"" 1907-1417. A Son of the Middle Border, 1914-17; 18. Out of Step with the Moderns, 1918-30; 19. The Historian, 1919-29; 20. Fortunate Exile, 1929-40; Notes; Index; Index of Works by Hamlin GarlandThe first and only other biography of Hamlin Garland was published more than forty years ago; since then, letters, manuscripts, and family memoirs have surfaced to provide, along with changing literary scholarship, a more evaluative and critical interpretation of Garland's life and times. Hamlin Garland: A Life is an exploration of Garland's contributions to American literary culture and places his work within the artistic context of its time.Authors, American19th centuryBiographyAuthors, American20th centuryBiographyAuthors, AmericanAuthors, American813/.52BNewlin Keith1542999MiAaPQMiAaPQMiAaPQBOOK9910778229303321Hamlin Garland3796239UNINA06246nam 22004693 450 991087696470332120240607080433.01-119-61777-41-119-61775-8(MiAaPQ)EBC31368819(Au-PeEL)EBL31368819(CKB)32238909000041(EXLCZ)993223890900004120240607d2024 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDigital Image Denoising in MATLAB1st ed.Newark :John Wiley & Sons, Incorporated,2024.©2024.1 online resource (227 pages)IEEE Press Series1-119-61769-3 Cover -- Title Page -- Copyright -- Contents -- About the Authors -- Preface -- Acknowledgments -- Nomenclature -- About the Companion Website -- Chapter 1 Digital Image -- 1.1 Color Image -- 1.1.1 Color Filter Array and Demosaicing -- 1.1.2 Perceptual Color Space -- 1.1.3 Grayscale Image -- 1.2 Alternate Domain Image Representation -- 1.3 Digital Imaging in MATLAB -- 1.4 Current Pixel and Neighboring Pixels -- 1.4.1 Boundary Extension -- 1.5 Digital Image Noise -- 1.5.1 Random Noise -- 1.5.2 Gaussian Noise -- 1.5.2.1 Noise Power Estimation -- 1.5.2.2 Noise Power Estimation Base on Derivative -- 1.5.3 Salt and Pepper Noise -- 1.6 Mixed Noise -- 1.7 Performance Evaluation -- 1.8 Image Quality Measure -- 1.8.1 Mean Squares Error -- 1.8.2 Peak Signal‐to‐Noise Ratio -- 1.8.3 Texture and Flat PSNR -- 1.8.4 Texture Area Classification -- 1.9 Structural Similarity -- 1.10 Brightness Normalization -- 1.11 Summary -- Exercises -- Chapter 2 Filtering -- 2.1 Mean Filter -- 2.1.1 Gaussian Smoothing -- 2.2 Wiener Filter -- 2.3 Transform Thresholding -- 2.3.1 Overlapped Block -- 2.4 Median Filter -- 2.4.1 Noise Reduction Performance -- 2.4.2 Adaptive Median Filter -- 2.4.3 Median Filter with Predefined Mask -- 2.4.4 Median of Median -- 2.5 Summary -- Exercises -- Chapter 3 Wavelet -- 3.1 2D Wavelet Transform -- 3.2 Noise Estimation -- 3.3 Wavelet Denoise -- 3.4 Thresholding -- 3.4.1 Threshold Function -- 3.5 Threshold Value -- 3.5.1 Universal Threshold (Donoho Threshold) -- 3.5.1.1 Adaptive Threshold -- 3.6 Wavelet Wiener -- 3.7 Cycle Spinning -- 3.8 Fusion -- 3.8.1 Baseband Image Fusion -- 3.8.1.1 Simple Average -- 3.8.1.2 Arithmetic Combination -- 3.8.1.3 Correlation Base -- 3.8.2 Detail Images Fusion -- 3.8.2.1 Simple Average -- 3.8.2.2 Select Max -- 3.8.2.3 Cross Band Fusion -- 3.9 Which Wavelets to Use -- 3.10 Summary -- Exercises.Chapter 4 Rank Minimization -- 4.1 Singular Value Decomposition (SVD) -- 4.2 Threshold Denoising Through AWGN Analysis -- 4.2.1 Noise Estimation -- 4.2.2 Denoising Performance -- 4.3 Blocked SVD -- 4.4 The Randomized Algorithm -- 4.4.1 Iterative Adjustment -- 4.5 Summary -- Exercises -- Chapter 5 Variational Method -- 5.1 Total Variation -- 5.1.1 Rudin-Osher-Fatemi (ROF) Model -- 5.1.2 Le-Chartrand-Asaki (LCA) Model -- 5.1.3 Aubert-Aujol (AA) Model -- 5.2 Gradient Descent ROF TV Algorithm -- 5.2.1 Finite Difference Method -- 5.3 Staircase Noise Artifacts -- 5.4 Summary -- Exercises -- Chapter 6 NonLocal Means -- 6.1 NonLocal Means -- 6.1.1 Hard Threshold -- 6.2 Adaptive Window Size -- 6.2.1 Patch Window Size Adaptation -- 6.2.2 Search Window Size Adaptation -- 6.3 Summary -- Exercises -- Chapter 7 Random Sampling -- 7.1 Averaging Multiple Copies of Noisy Images -- 7.2 Missing Pixels and Inpainting -- 7.3 Singular Value Thresholding Inpainting -- 7.4 Wavelet Image Fusion -- 7.5 Summary -- Exercises -- Appendix A MATLAB Functions List -- References -- Index -- EULA."Presents a review of image denoising algorithms with practical MATLAB implementation guidance Digital Image Denoising in MATLAB provides a comprehensive treatment of digital image denoising, containing a variety of techniques with applications in high-quality photo enhancement as well as multi-dimensional signal processing problems such array signal processing, radar signal estimation and detection, and more. Offering systematic guidance on image denoising in theories and in practice through MATLAB. This hands-on guide includes practical examples, chapter summaries, analytical and programming problems, computer simulations, and source codes for all algorithms discussed in the book. The book explains denoising algorithms including linear and nonlinear filtering, Wiener filtering, spatially adaptive and multi-channel processing, transform and wavelet domains processing, singular value decomposition, and various low variance optimization and low rank processing techniques. Throughout the text, the authors address the theory, analysis, and implementation of the denoising algorithms to help readers solve their image processing problems and develop their own solutions. Explains how the quality of an image can be quantified in MATLAB Discusses what constitutes a "naturally looking" image in subjective and analytical terms Presents denoising techniques for a wide range of digital image processing applications Describes the use of denoising as a pre-processing tool for various signal processing applications or big data analysis Requires only a fundamental knowledge of digital signal processing Includes access to a companion website with source codes, exercises, and additional resources Digital Image Denoising in MATLAB is an excellent textbook for undergraduate courses in digital image processing, recognition, and statistical signal processing, and a highly useful reference for researchers and engineers working with digital images, digital video, and other applications requiring denoising techniques"--Provided by publisher.IEEE Press SeriesImage processingDigital techniquesImage processingDigital techniques.006.6Kok Chi-Wah1638178Tam Wing-Shan1667930MiAaPQMiAaPQMiAaPQBOOK9910876964703321Digital Image Denoising in MATLAB4189427UNINA