TY - BOOK ID - 1695633 TI - Deblurring images : matrices, spectra, and filtering PY - 2006 SN - 0898716187 9780898716184 PB - Philadelphia SIAM, Society for Industrial and Applied Mathematics DB - UniCat KW - Computer science KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Image processing KW - Mathematical models KW - Pictorial data processing KW - Picture processing KW - Processing, Image KW - Imaging systems KW - Optical data processing KW - Image processing - Mathematical models KW - Acqui 2006 UR - https://www.unicat.be/uniCat?func=search&query=sysid:1695633 AB - "Deblurring Images: Matrices, Spectra, and Filtering describes the deblurring algorithms and techniques collectively known as spectral filtering methods, in which the singular value decomposition - or a similar decomposition - is used to introduce the necessary regularization or filtering in the reconstructed image. The concise MATLAB implementations described in the book provide a template of techniques that can be used to restore blurred images from many applications." "This book is intended for beginners in the field of image restoration and regularization. Readers should be familiar with basic concepts of linear algebra and matrix computations. A background in signal processing and a familiarity with regularization methods or with ill-posed problems are not needed."--Jacket. ER -