國立虎尾科技大學 |

Harmonic and applied analysis = from groups to signals /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Harmonic and applied analysis/ edited by Stephan Dahlke ... [et al.].
其他題名:	from groups to signals /
其他作者:	Dahlke, Stephan.
出版者:	Cham :Imprint: Birkhauser, : 2015.,
面頁冊數:	xv, 258 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Signal, Image and Speech Processing. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-18863-8
ISBN:	9783319188638

Harmonic and applied analysis = from groups to signals /
Harmonic and applied analysisfrom groups to signals /[electronic resource] :edited by Stephan Dahlke ... [et al.]. - Cham :Imprint: Birkhauser,2015. - xv, 258 p. :ill., digital ;24 cm. - Applied and numerical harmonic analysis,2296-5009. - Applied and numerical harmonic analysis..

From Group Representations to Signal Analysis -- The Use of Representations in Applied Harmonic Analysis -- Shearlet Coorbit Theory -- Efficient Analysis and Detection of Edges through Directional Multiscale Representations -- Optimally Sparse Data Representations.

This contributed volume explores the connection between the theoretical aspects of harmonic analysis and the construction of advanced multiscale representations that have emerged in signal and image processing. It highlights some of the most promising mathematical developments in harmonic analysis in the last decade brought about by the interplay among different areas of abstract and applied mathematics. This intertwining of ideas is considered starting from the theory of unitary group representations and leading to the construction of very efficient schemes for the analysis of multidimensional data. After an introductory chapter surveying the scientific significance of classical and more advanced multiscale methods, chapters cover such topics as An overview of Lie theory focused on common applications in signal analysis, including the wavelet representation of the affine group, the Schrodinger representation of the Heisenberg group, and the metaplectic representation of the symplectic group An introduction to coorbit theory and how it can be combined with the shearlet transform to establish shearlet coorbit spaces Microlocal properties of the shearlet transform and its ability to provide a precise geometric characterization of edges and interface boundaries in images and other multidimensional data Mathematical techniques to construct optimal data representations for a number of signal types, with a focus on the optimal approximation of functions governed by anisotropic singularities. A unified notation is used across all of the chapters to ensure consistency of the mathematical material presented. Harmonic and Applied Analysis: From Groups to Signals is aimed at graduate students and researchers in the areas of harmonic analysis and applied mathematics, as well as at other applied scientists interested in representations of multidimensional data. It can also be used as a textbook for graduate courses in applied harmonic analysis.

ISBN: 9783319188638

Standard No.: 10.1007/978-3-319-18863-8doiSubjects--Topical Terms:

670837
Signal, Image and Speech Processing.

LC Class. No.: QA403

Dewey Class. No.: 515.2433

Harmonic and applied analysis = from groups to signals /
LDR:03252nam a2200325 a 4500 001 838589
003 DE-He213
005 20160413114936.0
006 m d
007 cr nn 008maaau
008 160616s2015 gw s 0 eng d
020 $a 9783319188638 $q (electronic bk.)
020 $a 9783319188621 $q (paper)
024 7 $a 10.1007/978-3-319-18863-8 $2 doi
035 $a 978-3-319-18863-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA403
072 7 $a PBKD $2 bicssc
072 7 $a MAT034000 $2 bisacsh
082 0 4 $a 515.2433 $2 23
090 $a QA403 $b .H288 2015
245 0 0 $a Harmonic and applied analysis $h [electronic resource] : $b from groups to signals / $c edited by Stephan Dahlke ... [et al.].
260 $a Cham : $c 2015. $b Imprint: Birkhauser, $b Springer International Publishing :
300 $a xv, 258 p. : $b ill., digital ; $c 24 cm.
490 1 $a Applied and numerical harmonic analysis, $x 2296-5009
505 0 $a From Group Representations to Signal Analysis -- The Use of Representations in Applied Harmonic Analysis -- Shearlet Coorbit Theory -- Efficient Analysis and Detection of Edges through Directional Multiscale Representations -- Optimally Sparse Data Representations.
520 $a This contributed volume explores the connection between the theoretical aspects of harmonic analysis and the construction of advanced multiscale representations that have emerged in signal and image processing. It highlights some of the most promising mathematical developments in harmonic analysis in the last decade brought about by the interplay among different areas of abstract and applied mathematics. This intertwining of ideas is considered starting from the theory of unitary group representations and leading to the construction of very efficient schemes for the analysis of multidimensional data. After an introductory chapter surveying the scientific significance of classical and more advanced multiscale methods, chapters cover such topics as An overview of Lie theory focused on common applications in signal analysis, including the wavelet representation of the affine group, the Schrodinger representation of the Heisenberg group, and the metaplectic representation of the symplectic group An introduction to coorbit theory and how it can be combined with the shearlet transform to establish shearlet coorbit spaces Microlocal properties of the shearlet transform and its ability to provide a precise geometric characterization of edges and interface boundaries in images and other multidimensional data Mathematical techniques to construct optimal data representations for a number of signal types, with a focus on the optimal approximation of functions governed by anisotropic singularities. A unified notation is used across all of the chapters to ensure consistency of the mathematical material presented. Harmonic and Applied Analysis: From Groups to Signals is aimed at graduate students and researchers in the areas of harmonic analysis and applied mathematics, as well as at other applied scientists interested in representations of multidimensional data. It can also be used as a textbook for graduate courses in applied harmonic analysis.
650 2 4 $a Signal, Image and Speech Processing. $3 670837
650 2 4 $a Topological Groups, Lie Groups. $3 672074
650 2 4 $a Group Theory and Generalizations. $3 672112
650 2 4 $a Fourier Analysis. $3 672627
650 2 4 $a Abstract Harmonic Analysis. $3 672075
650 1 4 $a Mathematics. $3 527692
650 0 $a Harmonic analysis. $3 672073
700 1 $a Dahlke, Stephan. $3 1069815
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Applied and numerical harmonic analysis. $3 881315
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-18863-8
950 $a Mathematics and Statistics (Springer-11649)