A new approach to image fusion based on cokriging
| Title | A new approach to image fusion based on cokriging |
| Publication Type | Conference Papers |
| Year of Publication | 2005 |
| Authors | Memarsadeghi N, Le Moigne J, Mount D, Morisette J |
| Conference Name | Information Fusion, 2005 8th International Conference on |
| Date Published | 2005/07// |
| Keywords | ALI;, analysis;, based, cokriging;, component, data;, forecasting, fusion, fusion;, geophysical, geostatistical, Hyperion, image, Interpolation, interpolation;, invasive, ISFS, method;, metrics;, PCA;, principal, processing;, project;, QUALITY, quantitative, remote, remotely, sensed, sensing;, sensor, sensors;, signal, species, system;, techniques;, transforms;, wavelet, wavelet-based |
| Abstract | We consider the image fusion problem involving remotely sensed data. We introduce cokriging as a method to perform fusion. We investigate the advantages of fusing Hyperion with ALI. This evaluation is performed by comparing the classification of the fused data with that of input images and by calculating well-chosen quantitative fusion quality metrics. We consider the invasive species forecasting system (ISFS) project as our fusion application. The fusion of ALI with Hyperion data is studied using PCA and wavelet-based fusion. We then propose utilizing a geostatistical based interpolation method called cokriging as a new approach for image fusion. |
| DOI | 10.1109/ICIF.2005.1591912 |