Sök i LIBRIS databas



Sökning: onr:14557823 > Hyperspectral Image...

Hyperspectral Image Fusion [Elektronisk resurs] / by Subhasis Chaudhuri, Ketan Kotwal.

Chaudhuri, Subhasis. (författare)
Kotwal, Ketan. (författare)
SpringerLink (Online service) 
ISBN 978-1-4614-7470-8
New York, NY : Springer New York : 2013.
Engelska XVI, 191 p. 42 illus.
  • E-bok
Innehållsförteckning Sammanfattning Ämnesord
  • Introduction -- Current State of the Art -- Edge-preserving Solution -- Band Selection through Redundancy Elimination -- Bayesian Estimation -- Variational Solution -- Optimization-based Fusion -- Band Selection: Revisited -- Performance Assessment of Fusion Techniques -- Results and Discussions -- Conclusions and Directions for Future Research.
  • Hyperspectral Image Fusion is the first text dedicated to the fusion techniques for such a huge volume of data consisting of a very large number of images. This monograph brings out recent advances in the research in the area of visualization of hyperspectral data. It provides a set of pixel-based fusion techniques, each of which is based on a different framework and has its own advantages and disadvantages. The techniques are presented with complete details so that practitioners can easily implement them. It is also demonstrated how one can select only a few specific bands to speed up the process of fusion by exploiting spatial correlation within successive bands of the hyperspectral data. While the techniques for fusion of hyperspectral images are being developed, it is also important to establish a framework for objective assessment of such techniques. This monograph has a dedicated chapter describing various fusion performance measures that are applicable to hyperspectral image fusion. This monograph also presents a notion of consistency of a fusion technique which can be used to verify the suitability and applicability of a technique for fusion of a very large number of images. This book will be a highly useful resource to the students, researchers, academicians and practitioners in the specific area of hyperspectral image fusion, as well as generic image fusion. 


Computer science.  (LCSH)
Data mining.  (LCSH)
Computer vision.  (LCSH)
Computer Science. 
Image Processing and Computer Vision. 
Data Mining and Knowledge Discovery. 
Signal, Image and Speech Processing. 


TA1637-1638 (LCC)
TA1637-1638 (LCC)
UYT (ämneskategori)
UYQV (ämneskategori)
COM012000 (ämneskategori)
COM016000 (ämneskategori)
006.6 (DDC)
006.37 (DDC)
Pue (kssb/8 (machine generated))
Pud (kssb/8 (machine generated))
Inställningar Hjälp

Titeln finns på 5 bibliotek. 

Bibliotek i Mellansverige (1)

Ange som favorit

Bibliotek i Stockholmsregionen (2)

Ange som favorit

Bibliotek i östra Sverige (1)

Ange som favorit

Bibliotek i södra Sverige (1)

Ange som favorit

Sök utanför LIBRIS

Fel i posten?
Teknik och format
Sök utifrån
LIBRIS söktjänster

Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.

Copyright © LIBRIS - Nationella bibliotekssystem

pil uppåt Stäng

Kopiera och spara länken för att återkomma till aktuell vy