Spectral band selection and classifier design for a multispectral imaging laser radar

Optical Engineering

Volumn 37, Issue 3, 1998, Pages 752-762

  Hardie, Russell C ^a,c,d,e   Vaidyanathan, Mohan ^b,f,g   McManamon, Paul F ^b,h,i  

^a University of Dayton   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

^c LOYOLA UNIVERSITY MARYLAND   (United States)

^d UNIVERSITY OF DELAWARE   (United States)

^e Earth Satellite Corporation   (United States)

^f RENSSELAER POLYTECHNIC INSTITUTE   (United States)

^g Natl Res Cncl AF Off Sci Res

^h OHIO STATE UNIVERSITY   (United States)

ⁱ WRIGHT PATTERSON AIR FORCE BASE   (United States)

Author keywords

Active; Imaging laser radar; Multispectral; Spectral band selection

Indexed keywords

EID: 0001652421     PISSN: 00913286     EISSN: None     Source Type: Journal    
DOI: 10.1117/1.601907     Document Type: Article

References (17)

1. J. A. Richards, Remote Sensing Digital Image Analysis, Springer-Verlag, Berlin (1986).
2. X. Jia and J. Richards, "Efficient maximum likelihood classification for imaging spectrometer data sets," IEEE Trans. Geosci. Remote Sens. 32, pp. 274-281 (Mar. 1994).
3. B. Kim and D. Landgrebe, "Hierarchical classifier design in high-dimensional, numerous class cases," IEEE Trans. Geosci. Remote Sens. 29, pp. 518-528 (July 1991).
4. I. S. R. X. Yu and A. D. Stocker, "Comparative performance analysis of adaptive multispectral detectors," IEEE Trans. Signal Process. 41, pp. 2639-2656 (Aug. 1993).
5. X. Yu, L. E. Hoff, I. S. Reed, and A. M. C. L. B. Stotts, "Automatic target detection and recognition in multiband imagery: a unified maximum likelihood detection and estimation approach," IEEE Trans. Image Process. 6, pp. 143-156 (Jan. 1997).
6. R. C. Hardie, "Adaptive quadratic classifiers for multispectral target detection," U.S. Air Force Summer Faculty Program 1994 Final Report, Vol. 5A (1994).
7. A. Kanodia, R. C. Hardie, and R. O. Johnson, "Band selection and performance analysis for multispectral target detection using truthed bomem spectrometer data," in Proc. IEEE National Aerospace Electronics Conf. (NAECON), Dayton, OH (May 1996).
8. G. R. Osche and D. S. Young, "Imaging laser radar in the near and far infrared," Proc. IEEE 84, pp. 103-125 (Feb. 1996).
9. M. Vaidyanathan, T. Grayson, R. Hardie, L. Myers, and P. McMannamon, "Multispectral laser radar development and target characterization," Proc. SPIE 3065, 255-266 (Apr. 1997).
10. J. C. Dainty, Laser Speckle and Related Phenomena, Springer-Verlag (1984).
11. K. Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, San Diego (1990).
12. C. G. Bachman, Laser Radar Systems and Techniques, Artech House, (1979).
13. S. A. McDonald, "Comparison of apd and fiber pre-amplified pin detectors for direct detection ladar systems," Masters Thesis, University of Dayton (Dec. 1996).
14. G. S. Mecherle, "Signal speckle effects on optical detection with additive gaussian noise," J. Opt. Soc. Am. 1, pp. 68-72 (Jan. 1984).
15. A. K. Jain, Fundamentals of Digital Image Processing, Prentice Hall, Englewood Cliffs, NJ (1989).
16. M. Tur, K. C. Chin, and J. W. Goodman, "When is speckle noise multiplicative," Appl. Opt. 21, pp. 1157-1159 (Apr. 1982).
17. A. Papoulis, Probability, Random Variables, and Stochastic Processes, 2nd ed., McGraw-Hill, New York (1984).