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Mathematical image processing
~
Bredies, Kristian.
Mathematical image processing
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Mathematical image processingby Kristian Bredies, Dirk Lorenz.
作者:
Bredies, Kristian.
其他作者:
Lorenz, Dirk.
出版者:
Cham :Springer International Publishing :2018.
面頁冊數:
xiii, 473 p. :ill. (some col.), digital ;24 cm.
Contained By:
Springer eBooks
標題:
Image processingCongresses.Mathematics
電子資源:
https://doi.org/10.1007/978-3-030-01458-2
ISBN:
9783030014582$q(electronic bk.)
Mathematical image processing
Bredies, Kristian.
Mathematical image processing
[electronic resource] /by Kristian Bredies, Dirk Lorenz. - Cham :Springer International Publishing :2018. - xiii, 473 p. :ill. (some col.), digital ;24 cm. - Applied and numerical harmonic analysis,2296-5009. - Applied and numerical harmonic analysis..
Introduction -- Mathematical preliminaries -- Basic tools -- Frequency and multiscale methods -- Partial differential equations in image processing -- Variational methods.
This book addresses the mathematical aspects of modern image processing methods, with a special emphasis on the underlying ideas and concepts. It discusses a range of modern mathematical methods used to accomplish basic imaging tasks such as denoising, deblurring, enhancing, edge detection and inpainting. In addition to elementary methods like point operations, linear and morphological methods, and methods based on multiscale representations, the book also covers more recent methods based on partial differential equations and variational methods. Review of the German Edition: The overwhelming impression of the book is that of a very professional presentation of an appropriately developed and motivated textbook for a course like an introduction to fundamentals and modern theory of mathematical image processing. Additionally, it belongs to the bookcase of any office where someone is doing research/application in image processing. It has the virtues of a good and handy reference manual. (zbMATH, reviewer: Carl H. Rohwer, Stellenbosch)
ISBN: 9783030014582$q(electronic bk.)
Standard No.: 10.1007/978-3-030-01458-2doiSubjects--Topical Terms:
439192
Image processing
--Mathematics--Congresses.
LC Class. No.: TA1637 / .B743 2018
Dewey Class. No.: 621.3670151
Mathematical image processing
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