Unsupervised linear unmixing for change detection in multitemporal airborne hyperspectral imagery

Proceedings of the Third International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 2005

Volumn 2005, Issue , 2005, Pages 136-140

  Du, Qian ^a,b   Wasson, Louis ^b   King, Roger ^a,b  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Change detection; Linear mixture model; Multitemporal airborne hyperspectral imagery; Unsupervised linear unmixing

Indexed keywords

ATMOSPHERICS; IMAGE SENSORS; INFORMATION ANALYSIS; MATHEMATICAL MODELS; SPECTRUM ANALYSIS;

CHANGE DETECTION; HYPERSPECTRAL IMAGERY; LINEAR MIXTURE MODEL; LINEAR UNMIXING; MULTITEMPORAL AIRBORNE HYPERSPECTRAL IMAGERY; UNSUPERVISED LINEAR UNMIXING;

IMAGING SYSTEMS;

EID: 33745248417     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. L.Bruzzone and S. B. Serpico, "An iterative technique for the detection of land-cover transitions in multitemporal remote sensing images," IEEE Transactions on Geoscience and Remote Sensing, vol. 35, no 4, pp 858-867, July 1997
2. P. C. Smits and W. L. Myers," Echelon approach to characterize and urderstand spatial structure of change in multitemporal remote sensing imagery," IEEE Transactions on Geoscience and Remote Sennng, vol. 38, no. 5, pp. 2299-2309, Sep. 2000.
3. H.-M. Chen, P. K. Vershney, and M. K. Arora," Performance of mutual understand spatial structuresof change in multitemporal remote sensing images,"IEEE Transactions on Geoscience and Remote Sensing, vol. 41, no. 11, pp. 2445-2454, Nov. 2003.
4. J. B. Adams and M. O. Smith, "Spectral mixture modeling: a new analysis of roek and soil types at the Viking lander 1 suite," J. Geophsical Res., vol. 91, pp 8098-8112, 1986.
5. D. Heinz and C.-I Chang, "Fully constrained least squares linear mixture analysis for material quantification in hyperspectial imagery," IEEE Trans. on Geoscience and Remote Sensing, vol. 39, no. 3, pp 529-545, 2001.
6. Q Du, "Optimal Linear Unmixing for Hyperspectral Image Analysis," Proceedings of 2004 International Geoscience and Remote Sensing Symposium, Anchorage, vol. 5, pp. 3219-3221, AK, Sep. 2004.
7. J. C. Harsanyi and C.-I Chang, "Hyperspectral image classification and dimensionality reduction an orthogonal subspace projection approach," IEEE Trans. Geoscience Remote Sensing, vol. 32, no. 4, pp. 779-785, July 1994