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008 120323s2010 ii a 001 0 eng
020 _a9788122428308 (hbk.)
_cRM89.65
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_bariff
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_dmaslia
_c201206041156
_dathirah
_c201205201255
_dsanusi
_y03-23-2012
_zsanusi
040 _aUKM
090 _aTK5102.9.K365 3
090 _aTK5102.9
_b.K365 3
100 1 _aKatkovnik, V. IA.
_q(Vladimir IAkovlevich).
245 1 0 _aLocal approximation techniques in signal and image processing /
_cVladimir Katkovnik, Karen Egiazarian and Jaakko Astola.
260 _aNew Delhi :
_bNew Age International (P) Ltd.,
_c2010.
300 _axvii, 551 p. :
_bill. ;
_c25 cm.
504 _aIncludes bibliographical references (p. 535-546) and index.
505 0 _a1. Introduction -- 2. Discrete lpa -- 3. Shift-invariant lpa kernels -- 4. Integral lpa -- 5. Descrete lpa accuracy -- 6. Adaptive-scale selection -- 7. Anisotropic lpa -- 8. Anisotropic lpa-ici algorithms -- 9. Image reconstruction -- 10. Nonlinear methods -- 11. Likelihood and quasi-likelihood --12. Photon imaging -- 13. Multiresolution analysis -- 14. Appendix.
520 _aThis book deals with a wide class of novel and efficient adaptive signal processing techniques developed to restore signals from noisy and degraded observations. These signals include those acquired from still or video cameras, electron microscopes, radar, x rays, or ultrasound devices, and are used for various purposes, including entertainment, medical, business, industrial, military, civil, security, and scientific applications. In many cases useful information and high quality must be extracted from the imaging. However, often raw signals are not directly suitable for this purpose and must be processed in some way. Such processing is called signal reconstruction. This book is devoted to a recent and original approach to signal reconstruction based on combining two independent ideas: local polynomial approximation and the intersection of confidence interval rule.
650 0 _aSignal processing
_xMathematics.
650 0 _aImage processing
_xMathematics.
650 0 _aApproximation theory.
700 1 _aEgiazarian, K.
_q(Karen),
_d1959-
700 1 _aAstola, Jaakko.
907 _a.b15291832
_b2021-05-28
_c2019-11-12
942 _c01
_n0
_kTK5102.9.K365 3
914 _avtls003493021
990 _aathirah
991 _aFakulti Kejuruteraan dan Alam Bina
998 _al
_b2012-10-03
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_feng
_gii
_y0
_z.b15291832
999 _c513063
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