Automating the analysis of spatial grids : a practical guide to data mining geospatial images for human & environmental applications
The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and...
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| Главный автор: | |
|---|---|
| Формат: | Livre numérique |
| Язык: | Anglais |
| Опубликовано: |
Dordrecht :
Springer Netherlands
[20..].
Cham : Springer Nature |
| Редактирование: | 1st ed. 2012. |
| Серии: | Geotechnologies and the Environment
6 |
| Online-ссылка: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Примечание: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Automating the Analysis of Spatial Grids, Texte imprimé, 9789400740747 • Automating the Analysis of Spatial Grids, Texte imprimé, 9789400740747 • Automating the Analysis of Spatial Grids, Texte imprimé, 9789400740761 • Automating the Analysis of Spatial Grids, Texte imprimé, 9789401779401 |
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| 100 | 1 | |a Lakshmanan, Valliappa, |d 1972- | |
| 245 | 1 | 0 | |a Automating the analysis of spatial grids : |b a practical guide to data mining geospatial images for human & environmental applications |c by Valliappa Lakshmanan. |
| 250 | |a 1st ed. 2012. | ||
| 260 | |a Dordrecht : |b Springer Netherlands. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Geotechnologies and the Environment |v 6 |x 2365-0583 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Automated Analysis of Spatial Grids: Motivation and Challenges -Geographic Information Systems -GIS Operations -Need for Automation -Spatial Grids -Challenges in Automated Analysis -Spatial Data Mining Algorithms Geospatial grids -Representation -Linearity of data values -Instrument geometry -Gridding point observations -Rasterization -Example Applications Data Structures for Spatial Grids -Array -Pixels -Level set -Topographical surface -Markov chain -Matrix -Parametric approximation -Relational structure -Applications Global and Local Image Statistics -Types of statistics -Distances -Distance transform -Probability Functions -Local measures -Example Applications Neighborhood and Window Operations -Preprocessing -Window operations -Median filter -Morphological operations -Skeletonization -Frequency Domain Convolution -Example Applications Identifying Objects -Object identification -Region growing -Region properties -Hysteresis -Active contours -Watershed Transform -Enhanced watershed -Contiguity-enhanced Clustering -Choosing an object-identification technique -Example Applications Change and Motion Estimation | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and detect patterns in geospatial data is increasingly important. This book provides students with a foundation in topics of digital image processing and data mining as applied to geospatial datasets. The aim is for readers to be able to devise and implement automated techniques to extract information from spatial grids such as radar, satellite or high-resolution survey imagery | ||
| 776 | 0 | |t Automating the Analysis of Spatial Grids |b Texte imprimé |z 9789400740747 | |
| 776 | 0 | |t Automating the Analysis of Spatial Grids |b Texte imprimé |z 9789400740747 | |
| 776 | 0 | |t Automating the Analysis of Spatial Grids |b Texte imprimé |z 9789400740761 | |
| 776 | 0 | |t Automating the Analysis of Spatial Grids |b Texte imprimé |z 9789401779401 | |
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