Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2007, Pages 4850-4853

  West, Terrance ^a,c   Prasad, Saurabh ^a,c   Bruce, Lori Mann ^b,c  

^a IEEE

^b IEE ^*

^c MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Decision fusion; Dimensionality reduction; Discrete wavelet transform; Feature extraction; Hyperspectral; Multiclassifiers

Indexed keywords

DECISION FUSION; DIMENSIONALITY REDUCTION; HYPERSPECTRAL DATA; WAVELET DOMAIN;

DECISION THEORY; DISCRETE WAVELET TRANSFORMS; FEATURE EXTRACTION; REMOTE SENSING;

INFORMATION FUSION;

EID: 77953796298     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2007.4423947     Document Type: Conference Paper

References (11)

1. S. Venkataraman, L.M. Bruce, "Hyperspectral Dimensionality Reduction via Localized Discriminant Bases," Proc. IEEE Geoscience and Remote Sensing Symposium (IGARSS), Seoul, Korea, July 25-29, 2005.
2. A. Cheriyadat, L. M. Bruce, "Decision Level Fusion with Best- Bases for Hyperspectral Classification", Proc. IEEE GRSS Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, October 2003.
3. L.M. Bruce, C. Morgan, S. Larsen, "Automated detection of subpixel targets with continuous and discrete wavelet transforms," IEEE Trans. Geoscience and Remote Sensing, vol. 39, no. 10, pp. 2217-2226, 2001.
4. L.M. Bruce, C.H. Koger, J. Li, "Dimensionality Reduction of Hyperspectral Data Using Discrete Wavelet Transform FeatureExtraction," IEEE Trans. Geoscience and Remote Sensing, vol. 40, no. 10, pp. 2331-2338, 2002.
5. X. Zhang, N. H. Younan, C.G. O'Hara, "Wavelet domain statistical hyperspectral soil texture classification," IEEE Trans. Geoscience and Remote Sensing, vol 43, no. 3, pp. 615-618, March 2005.
6. J. Li, L. M. Bruce, "Improving the Accuracy of Linear Pixel Unmixing via Appropriate Endmember Dimensionality Reduction", Proc. IEEE GRSS Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, October 2003.
7. R. L. King, "A Comprehensive Threat Management Framework for a Crop Biosecurity National Architecture," available online at http://www.lars.purdue.edu/seminar/
8. S. Kaewpijit, J. L. Moigne, T. El-Ghazawi,"Automatic Reduction of Hyperspectral Imagery Using Wavelet Spectral Anaylsis," IEEE Trans. Geoscience and Remote Sensing, vol. 41, no. 4, pp. 863-871.
9. M. Livingston, R. Johansson, S. Daberkow, M. Roberts, M. Ash, and V. Breneman,"Economic and Policy Implications of Wind-Borne Entry of Asian Soybean Rust into the United States," available online at http://usda.mannlib.cornell.edu/usda/ers/OCS/2000s/2004/OCS-04-27- 2004_Special_Report.pdf
10. Analytical Spectral Devices Fieldspec Pro Spectroradiometer specifications. Available http://asdi.com/products_specificationsFSP.asp
11. S. Burrus, R. Gopinath, and H. Guo, Introduction to Wavelets and Wavelet Transforms: A Primer, Englewood Cliffs, NJ: Prentice-Hall, 1998.