Compressed sensing: theory and applications (Record no. 806)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01788nam a2200217Ia 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250408174942.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230421s2012||||xx |||||||||||||| ||eng|| |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781107005587 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.3822 E53 |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Eldar, Yonina C. |
| Relator term | Editor |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Kutyniok, Gitta |
| Relator term | Co-Editor |
| 245 #0 - TITLE STATEMENT | |
| Title | Compressed sensing: theory and applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | United Kingdom: |
| Name of publisher | Cambridge University Press, |
| Year of publication | 2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xii, 544p.; 21cms. |
| 500 ## - GENERAL NOTE | |
| General note | Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout. Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners wanting to join this exciting research area. It can also serve as a supplementary textbook for courses on computer vision, coding theory, signal processing, image processing and algorithms for efficient data processing. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Applied physics |
| General subdivision | Signal processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| General subdivision | Wavelets (Mathematics) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| General subdivision | Compressed sensing (Telecommunication) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| -- | P79.99 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Full call number | Accession Number | Copy number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|
| Dr. S. R. Ranganathan Library | Dr. S. R. Ranganathan Library | General Stacks | 621.3822 E53:1 | 2797 | 2 | Books |