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Mathematical Image Processing

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Mathematical Image Processing/ by Kristian Bredies, Dirk Lorenz.
作者:	Bredies, Kristian.
其他作者:	Lorenz, Dirk.
面頁冊數:	XIII, 473 p. 129 illus., 22 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Mathematical models. -
電子資源:	https://doi.org/10.1007/978-3-030-01458-2
ISBN:	9783030014582

Mathematical Image Processing
Bredies, Kristian.

Mathematical Image Processing[electronic resource] /by Kristian Bredies, Dirk Lorenz. - 1st ed. 2018. - XIII, 473 p. 129 illus., 22 illus. in color.online resource. - 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

Standard No.: 10.1007/978-3-030-01458-2doiSubjects--Topical Terms:

527886
Mathematical models.

LC Class. No.: TA342-343

Dewey Class. No.: 003.3

Mathematical Image Processing
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