mbul 2004
ts using
s using
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol XXXV, Part B2. Istanbul 2004
ANS
(d) layer of land (e) layer of
a
(f) layer of deep
(August) shallow water water (August)
(August)
Figure 9: The layers of the images in Figure 4 generated
using the thresholding classification method
ps
p 3
zt
(a) changes ofland (b) changes of (c) changes of
shallow water deep water
Figurel0: Change detection results of the regions of land,
shallow water and deep water. Yellow—no change, green
addition, red— deletion, black—region of no interest
References:
l. Armenakis, C., Leduc, F., Cyr, L, Savopol F., Cavayas F.,
2003, "A comparative analysis of scanned maps and
imagery for mapping applications", ISPRS Journal of
Photogrammetry & Remote Sensing 57, 304-314
2. .G. Lampropoulos, Y. Li, A. Bardas, J. Chan, H. McNair,
and B. Low, 2003, “Web-Based Distributed Processing
Tools for Crop Classification Using CGDI Databases”,
Proc. of SPIE's 48th Annual Meeting 2003 (AM03), Vol.
5203, San Diego, CA, 3-8 August.
3. Manolakis, D.G. and Shaw, G.A.; 2002, “Detection
Algorithms for Hyperspectral Imaging Applications” IEEE
Signal Process. Mag., Vol. 19, No. 1, January, pp. 29-43V.
4. Lampropoulos, Y. Li, A. Bardas, A.U.G. Signals Ltd.
(Canada; B. Low, 2001, “Web-based automatic
multisensor image registration using the CEONet", SPIE
Proceedings, vol. 4483.
R. Cloude and E. Pottier, 1996, "A review of target
decomposition. theorems in radar polarimetry", IEEE
Trans. Geoscience remote Sensing, Vol. 34, No. 2, pp.
498-518, Feb.
6. W.L. Cameron, N. Youssef and L.K. Leung, 1996,
"Simulated polarimetric signatures of = primitive
geometrical shapes", [EEE trans. on Geoscience Remote
Sensing, Vol. 34, No. 3, pp. 793-803, March.
7. R. Touzi and F. Charbonneau, 2002, "Characterization of
Target Symmetric Scattering Using Polarimetric SARs",
IEEE Transactions on Geoscience and Remore Sensing,
Vol. 40, No. 11, pp. 2507-2515, Nov.
8. G.A. Lampropoulos, V. Anastassopoulos and J.F. Boulter,
1997, “Constant False Alarm Rate Detection Of Point
Targets Using Distributed Sensors”, Optical Engineering
Journal, Vol. 37(2), February.
J
UA
777
9.
10.
12.
port
123
V. Anastassopoulos and G.A. Lampropoulos, 1995,
"Optimal CFAR Detection in Weibull Clutter", IEEE
Transactions on Aerospace and Electronic. Systems,
IEEE Transactions on Aerospace and Electronic
Systems, Volume 31, Issue No. 1, pp. 52-64, January.
Anastassopoulos, G.A. Lampropoulos, A. Drosopoulos
and M. Rey, 1999, "High Resolution Radar Clutter
Statistics", IEEE Transactions on Aerospace and
Electronic Systems Vol. 35, No. 1, pp. 43-60, Jan.
S. Mallat and W.L. Hwang, "Singularity detection and
processing with wavelets.” IEEE Transactions on
Information Theory, Vol. 38, No. 2, pp. 617-643.
D. Donoho, “Denoising by soft-thresholding" IEEE
Transactions on Information Theory, Vol. 41, No. 3, pp.
613-627.
H. J. Zimmermann, 1991, Fuzzy set theory and its
applications, Kluwer Academic, Boston.
J. C. Bezdek, R. Ehrlich and W. Full, 1984, "FCM: the
Fuzzy c-Means clustering algorithm," Computer and
Geosciences, vol. 10, pp. 191-203.
J. C. Bezdek and S. K. Pal, 1992, Fuzzy Models for
Pattern Recognition, IEEE Press.
W. Y. Loh and Y. S. Shih, 1997, "Split selection
methods for classification trees," Statistics Sinica 7, pp.
815-840.
T. S. Lim, W. U. Loh and U. S. Shih, 2000, “A
comparison of prediction accuracy, complexity, and
training time of thirty-three old and new classification
algorithm," Machine Learning 40, pp. 203-228.