Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods
Universidad Publica de Navarra · Universidad de Navarra · +1 more institution
Abstract
Usual image fusion methods inject features from a high spatial resolution panchromatic sensor into every low spatial resolution multispectral band trying to preserve spectral signatures and improve spatial resolution to that of the panchromatic sensor. The objective is to obtain the image that would be observed by a sensor with the same spectral response (i.e., spectral sensitivity and quantum efficiency) as the multispectral sensors and the spatial resolution of the panchromatic sensor. But in these methods, features from electromagnetic spectrum regions not covered by multispectral sensors are injected into them, and physical spectral responses of the sensors are not considered during this process. This…
Citation impact
- FWCI
- 24.65
- Percentile
- 100%
- References
- 44
Authors
4Topics & keywords
- Panchromatic film
- Multispectral image
- Image fusion
- Image resolution
- Wavelet
- Computer vision
- Artificial intelligence
- Computer science
- Affordable and clean energy