- EAN13
- 9782385422813
- Éditeur
- Presses des Mines
- Date de publication
- 06/02/2023
- Langue
- anglais
- Fiches UNIMARC
- S'identifier
Data Fusion
Definitions and Architectures, Fusion of Images of Different Spatial Resolutions
Lucien Wald
Presses des Mines
Livre numérique
Data fusion is a formal framework in which are expressed the means and tools
for the alliance of data originating from different sources. It means an
approach to information extraction spontaneously adopted in several domains
before this was expressed as "data fusion". This approach is based upon the
synergy offered by the various sources. Applications are numerous, from
biology to civil aviation.
This book clearly establishes the fundamentals (particularly definitions and
architectures) in data fusion. It can be read with profit by anyone interested
in data fusion, whatever his domain of expertise, and should be valuable to
engineers, scientists and practitioners.
The second part of the book is devoted to methods for the fusion of images. It
offers an in-depth presentation of standard and advanced methods for the
fusion of multi-modality images. The emphasis is put on images having
different spatial resolutions, but the book is not limited to this case. Given
several sets of images acquired by disparate sensors, the problems treated are
to create new sets of images of reduced dimensionality, in order to either
better visualize the original sets of images as a comprehensive ensemble of
information, or to synthesize images with a better spatial resolution.
for the alliance of data originating from different sources. It means an
approach to information extraction spontaneously adopted in several domains
before this was expressed as "data fusion". This approach is based upon the
synergy offered by the various sources. Applications are numerous, from
biology to civil aviation.
This book clearly establishes the fundamentals (particularly definitions and
architectures) in data fusion. It can be read with profit by anyone interested
in data fusion, whatever his domain of expertise, and should be valuable to
engineers, scientists and practitioners.
The second part of the book is devoted to methods for the fusion of images. It
offers an in-depth presentation of standard and advanced methods for the
fusion of multi-modality images. The emphasis is put on images having
different spatial resolutions, but the book is not limited to this case. Given
several sets of images acquired by disparate sensors, the problems treated are
to create new sets of images of reduced dimensionality, in order to either
better visualize the original sets of images as a comprehensive ensemble of
information, or to synthesize images with a better spatial resolution.
S'identifier pour envoyer des commentaires.