000 -LEADER |
fixed length control field |
a |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
200603b xxu||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781138613225 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
621.3670285 |
Item number |
CAN |
100 ## - MAIN ENTRY--PERSONAL NAME |
Personal name |
Canty, Morton John |
245 ## - TITLE STATEMENT |
Title |
Image analysis, classification and change detection in remote sensing |
Remainder of title |
: with algorithms for python |
250 ## - EDITION STATEMENT |
Edition statement |
4th ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Name of publisher, distributor, etc |
CRC Press |
Date of publication, distribution, etc |
2019 |
Place of publication, distribution, etc |
Boca Raton |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxi, 509 p. |
Other physical details |
ill (some col.) |
Dimensions |
24 cm. |
365 ## - TRADE PRICE |
Price amount |
111.00 |
Price type code |
GBP |
Unit of pricing |
98.20 |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references and index. |
520 ## - SUMMARY, ETC. |
Summary, etc |
"This fourth edition is focused on the development and implementation of statistically motivated, data-driven techniques through a tight interweaving of statistical and machine learning theory with algorithms and computer codes. The material is self-contained and illustrated with many programming examples. New in the fourth edition is an in-depth treatment of a recent Wishart distribution-based sequential change detection algorithm for polarimetric SAR image time series, as well as an introduction to deep learning in the context of supervised land-use classification. It includes Python (open source) versions of all of the main image analysis algorithms making it accessible to all readers"--
|
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Remote sensing |
|
Topical term or geographic name as entry element |
Image analysis |
|
Topical term or geographic name as entry element |
Python Programming |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
|
Item type |
Books |