A markov chain cfar detector for polarimetric data using adaptive linear discriminant analysis

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 5, Issue 1, 2008, Pages

  Fei, Chuhong ^a   Liu, Ting ^a   Lampropoulos, George A ^a   Sabry, Ramin ^b   Murnaghan, Kevin ^c  

^a A U G SIGNALS LTD   (Canada)

^b DEFENCE RESEARCH AND DEVELOPMENT CANADA   (Canada)

^c NATURAL RESOURCES CANADA   (Canada)

Author keywords

Fisher linear discriminant analysis; Markov chain; Target detection

Indexed keywords

ADAPTIVE LINEAR DISCRIMINANT ANALYSIS; CFAR DETECTION; CFAR DETECTOR; COMPLEMENTARY FEATURES; FIRST-ORDER; FISHER LINEAR DISCRIMINANT ANALYSIS; FULL POLARIZATION; MARKOV CHAIN; MARKOV CHAIN MODELS; POLARIMETRIC DATA; TARGET DETECTION;

DISCRIMINANT ANALYSIS; FACE RECOGNITION; IMAGE RETRIEVAL; MARKOV PROCESSES; POLARIMETERS; POLARIZATION; POLAROGRAPHIC ANALYSIS; PROBABILITY DISTRIBUTIONS; REMOTE SENSING; SIGNAL DETECTION; TARGET DRONES; TARGETS;

DETECTORS;

EID: 67649817287     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2008.4780102     Document Type: Conference Paper

References (6)

1. M. Skolnik, Radar Handbook, McGraw-Hill, New York, 2 edition, 1990.
2. V. Anastassopoulos, G. A. Lampropoulos, A. Drosopoulos, and M. Rey, "High resolution radar clutter statistics," IEEE Trans. Aerosp. Electron. Syst., vol. 35, no. 1, pp. 43-60, Jan. 1999.
3. T. Kasetkasem and P. K. Varshney, "Statistical characterization of clutter scenes based a markov random field model," IEEE Trans. Aerosp. Electron. Syst., vol. 39, no. 3, pp. 1035-1050, July 2003.
4. C. Fei, V. Anastassopoulos, T. Liu, G. Lampropoulos, K. Murnaghan, and R. Sabry, "Development of a polarimetric CFAR detector using Markov chains," in Proc. of the 2008 IEEE Radar Conference, Rome, Italy, May 2008, pp. 1730-1735.
5. H. L. Van Trees, Detection, Estimation and Modulation Theory, Part I, John Wiley & Sons, New York, 1968.
6. K. Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, Inc., 2 edition, 1990.