:Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications
نام نخستين پديدآور
/ by Charles K. Chui, Qingtang Jiang
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Paris
نام ناشر، پخش کننده و غيره
: Atlantis Press :Imprint: Atlantis Press,
تاریخ نشرو بخش و غیره
, 2013.
مشخصات ظاهری
نام خاص و کميت اثر
XXII, 551 p. 63 illus., 36 illus. in color., online resource.
فروست
عنوان فروست
(Mathematics Textbooks for Science and Engineering
مشخصه جلد
; 2)
یادداشتهای مربوط به نشر، بخش و غیره
متن يادداشت
Electronic
یادداشتهای مربوط به مندرجات
متن يادداشت
This textbook, apart from introducing the basic aspects of applied mathematics, focuses on recent topics such as information data manipulation, information coding, data approximation, data dimensionality reduction, data compression, time-frequency and time scale bases, image manipulation, and image noise removal. The methods treated in more detail include spectral representation and 'frequency' of the data, providing valuable information for, e.g. data compression and noise removal. Furthermore, a special emphasis is also put on the concept of 'wavelets' in connection with the 'multi-scale' structure of data-sets. The presentation of the book is elementary and easily accessible, requiring only some knowledge of elementary linear algebra and calculus. All important concepts are illustrated with examples, and each section contains between 10 an 25 exercises. A teaching guide, depending on the level and discipline of instructions is included for classroom teaching and self-study.
متن يادداشت
Linear Spaces -- Linerar Analysis -- Spectral Methods and Applications -- Frequency-Domain Methods -- Data Compression -- Fourier Series -- Fourier Time-Frequency Methods -- Wavelet Transform and Filter Banks -- Compactly Supported Wavelets -- Wavelet Analysis.?╗╣
فروست (داده ارتباطی)
عنوان
Mathematics Textbooks for Science and Engineering
شماره جلد
2
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Mathematics
موضوع مستند نشده
Computer vision
موضوع مستند نشده
Statistics
موضوع مستند نشده
Engineering design
موضوع مستند نشده
Electronic books
رده بندی کنگره
شماره رده
E-BOOK
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )