Applied Mathematics: Data Compression, Spectral Methods, by Charles K. Chui,Qingtang Jiang

By Charles K. Chui,Qingtang Jiang

This textbook, except introducing the fundamental facets of utilized arithmetic, specializes in fresh subject matters resembling info facts manipulation, details coding, facts approximation, info dimensionality aid, information compression, time-frequency and time scale bases, snapshot manipulation, and snapshot noise removal.
The equipment handled in additional aspect comprise spectral illustration and “frequency” of the information, supplying priceless details for, e.g. information compression and noise removing. additionally, a distinct emphasis is usually wear the idea that of “wavelets” in reference to the “multi-scale” constitution of data-sets.
The presentation of the booklet is hassle-free and simply obtainable, requiring just some wisdom of easy linear algebra and calculus. All very important recommendations are illustrated with examples, and every part comprises among 10 an 25 workouts. A instructing consultant, reckoning on the extent and self-discipline of directions is incorporated for school room educating and self-study.

Show description

Read or Download Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications: 2 (Mathematics Textbooks for Science and Engineering) PDF

Similar pattern recognition programming books

Advances in Sensing with Security Applications (Nato Security through Science Series A:)

The fusion of easy principles in arithmetic, biology, and chemistry with ongoing advancements in and computation deals the promise of even more refined and exact sensing functions than at present exist. Coupled with the dramatic upward push within the want for surveillance in innumerable points of our day-by-day lives caused by way of adverse acts deemed unbelievable just a couple of brief years in the past, the time is ripe for scientists within the assorted parts of sensing and safeguard to hitch jointly in a concerted attempt to wrestle the hot manufacturers of terrorism.

Medical Imaging Informatics

Clinical Imaging Informatics presents an summary of this turning out to be self-discipline, which stems from an intersection of biomedical informatics, scientific imaging, machine technology and medication. aiding complementary perspectives, this quantity explores the basic applied sciences and algorithms that contain this box, in addition to the appliance of scientific imaging informatics to for this reason enhance healthcare study.

Evolution of Broadcast Content Distribution

This publication discusses possibilities for broadcasters that come up with the arrival of broadband networks, either fastened and cellular. It discusses how the conventional approach of dispensing audio-visual content material over broadcasting networks has been complemented by means of using broadband networks. the writer indicates how this additionally supplies the chance to provide new varieties of interactive or so-called nonlinear providers.

Advances in Multimedia Information Processing - PCM 2016: 17th Pacific-Rim Conference on Multimedia, Xi´ an, China, September 15-16, 2016, Proceedings, Part II (Lecture Notes in Computer Science)

The two-volume court cases LNCS 9916 and 9917, represent the court cases of the 17th Pacific-Rim convention on Multimedia, PCM 2016, held in Xi`an, China, in September 2016. the full of 128 papers provided in those lawsuits was once rigorously reviewed and chosen from 202 submissions. The concentration of the convention used to be as follows in multimedia content material research, multimedia sign processing and communications, and multimedia purposes and providers.

Extra info for Applied Mathematics: Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications: 2 (Mathematics Textbooks for Science and Engineering)

Sample text

Download PDF sample

Rated 4.77 of 5 – based on 22 votes