IEEE Geoscience and Remote Sensing Magazine - September 2015 - 25

[77] T. Fung and E. LeDrew, "The determination of optimal
threshold levels for change detection using various accuracy
indices," Photogramm. Eng. Remote Sen., vol. 54, no. 10, pp.
1449-1454, 1988.
[78] A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. Roy. Stat.
Soc., vol. 39, no. 1, pp. 1-38, 1977.
[79] L. Bruzzone and D. F. Prieto, "A minimum-cost thresholding
technique for unsupervised change detection," Int. J. Remote
Sens., vol. 21, no. 18, pp. 3539-3544, 2000.
[80] L. Bruzzone and R. Cossu, "Analysis of multitemporal remotesensing images for change detection: Bayesian thresholding
approaches," in Geospatial Pattern Recognition, E. Binaghi, P. A.
Brivio, and S. B. Serpico, Eds. Kerala, India: Research Signpost/
Transworld Research, 2002, ch. 15.
[81] M. Hao, W. Shi, H. Zhang, and C. Li, "Unsupervised change detection with expectation-maximization-based level set," IEEE
Geosci. Remote Sensing Lett., vol. 11, no. 1, pp. 210-214, 2014.
[82] Y. Bazi, L. Bruzzone, and F. Melgani, "Automatic identification
of the number and values of decision thresholds in the log-ratio
image for change detection in SAR images," IEEE Geosci. Remote
Sensing Lett., vol. 3, no. 3, pp. 349-353, 2006.
[83] G. Moser and S. B. Serpico, "Generalized minimum-error
thresholding for unsupervised change detection from SAR amplitude imagery," IEEE Trans. Geosci. Remote Sensing, vol. 44, no.
10, pp. 2972-2982, 2006.
[84] G. Moser and S. B. Serpico, "Unsupervised change detection
from multichannel SAR data by Markovian data fusion," IEEE
Trans. Geosci. Remote Sensing, vol. 44, no. 7, pp. 2114-2128, 2009.
[85] L. Bruzzone and S. B. Serpico, "Detection of changes in remotely-sensed images by the selective use of multi-spectral information," Int. J. Remote Sens., vol. 18, no. 18, pp. 3883-3888, 1997.
[86] N. Otsu, "A threshold selection method from gray-level histogram," IEEE Trans. Syst. Man, Cybern., vol. 9, no. 1, pp. 62-66, 1979.
[87] J. Kittler and J. Illingworth, "Minimum error thresholding," Pattern Recognit., vol. 19, no. 1, pp. 41-47, 1986.
[88] L. K. Huang and M. J. Wang, "Image thresholding by minimizing the measures of fuzziness," Pattern Recognit., vol. 28, no. 1,
pp. 41-51, 1995.
[89] F. Melgani, G. Moser, and S. B. Serpico, "Unsupervised change
detection methods for remote sensing images," Opt. Eng., vol. 41,
no. 12, pp. 3288-3297, 2002.
[90] F. Bovolo, L. Bruzzone, and M. Marconcini, "A novel approach to
unsupervised change detection based on a semisupervised SVM
and a similarity measure," IEEE Trans. Geosci. Remote Sensing, vol.
46, no. 7, pp. 2070-2082, 2008.
[91] J. Muñoz-Marí, F. Bovolo, L. Gómez-Chova, L. Bruzzone, and
G. Camps-Valls, "Semisupervised one-class support vector machines for classification of remote sensing data," IEEE Trans.
Geosci. Remote Sensing, vol. 48, no. 8, pp. 3188-3197, 2010.
[92] T. Celik, "Unsupervised Change Detection in satellite images using principal component analysis and k-means clustering," IEEE
Geosci. Remote Sensing Lett., vol. 6, no. 4, pp. 772-776, 2009.
[93] M. Volpi, D. Tuia, G. Camps-Valls, and M. Kanevski, "Unsupervised change detection with kernels," IEEE Geosci. Remote Sensing
Lett., vol. 9, no. 6, pp. 1026-1030, 2012.
[94] A. Ghosh, B. N. Subudhi, and L. Bruzzone, "Integration of Gibbs
Markov random field and hopfield-type neural networks for unsupervised change detection in remotely sensed multitemporal
images," IEEE Trans. Image Processing, vol. 22, no. 8, pp. 3087-
3096, 2013.
september 2015

ieee Geoscience and remote sensing magazine

[95] P. L. Rosin and E. Ioannidis, "Evaluation of global image thresholding for change detection," Pattern Recognit. Lett., vol. 24, no.
14, pp. 2345-2356, 2003.
[96] S. U. Lee, S. Y. Chung, and R. H. Park, "A comparative performance study of several global thresholding techniques for segmentation," Comput. Vis. Graph. Image Process., vol. 52, no. 2, pp.
171-190, 1990.
[97] L. Bruzzone and D. F. Prieto, "An adaptive parcel-based technique for unsupervised change detection," Int. J. Remote. Sens.,
vol. 21, no. 4, pp. 817-822, 2000.
[98] S. Ghosh, L. Bruzzone, S. Patra, F. Bovolo, and A. Ghosh, "A
context-sensitive technique for unsupervised change detection
based on hopfield-type neural networks," IEEE Trans. Geosci. Remote Sensing, vol. 45, no. 3, pp. 778-789, 2007.
[99] F. Dell'Acqua, P. Gamba, and G. Lisini, "Co-registration of multiangle fine spatial resolution SAR images," IEEE Geosci. Remote
Sensing Lett., vol. 1, no. 4, pp. 237-241, 2004.
[100] A. D. Ventura, A. Rampini, and R. Schettini, "Image Registration by recognition of corresponding structures," IEEE Trans.
Geosci. Remote Sensing, vol. 28, no. 3, pp. 305-314, 1990.
[101] H. Li, B. S. Manjunath, and S. K. Mitra, "A contour based approach to multisensor image registration," IEEE Trans. Image Processing, vol. 4, no. 3, pp. 320-334, 1995.
[102] F. Dell'Acqua, P. Gamba, and G. Lisini, "Change detection of
multi-temporal SAR data in urban areas combining featurebased and pixel-based techniques," IEEE Trans. Geosci. Remote
Sensing, vol. 44, no. 10, pp. 2820-2827, 2006.
[103] G. R. Byrne, P. F. Crapper, and K. K. Mayo, "Monitoring land
cover changes by principal components analysis of multitemporal landsat data," Remote Sens. Environ., vol. 10, no. 3, pp. 175-
184, 1980.
[104] J. A. Richards, "Thematic mapping from multitemporal image
data using principal components transformation," Remote Sens.
Environ., vol. 16, no. 1, pp. 35-46, 1984.
[105] J. A. Richards and A. K. Milne, "Mapping fire burns and vegetation regeneration using principal components analysis," in Proc.
IEEE Int. Geoscience Remote Sensing Symp., 1983.
[106] J. B. Collins and C. E. Woodcock, "Change detection using the
Gram-Schmidt transformation applied to mapping forest mortality," Remote Sens. Environ., vol. 50, no. 3, pp. 267-279, 1994.
[107] A. A. Nielsen and K. Conradsen, "Multivariate alteration detection (MAD) in multispectral, bitemporal image data: A new
approach to change detection studies," Dept. Math. Modelling,
Tech. Univ. Denmark, Lyngby, Denmark, IMM, Tech. Rep. 199711, 1997.
[108] A. A. Nielsen, K. Conradsen, and J. J. Simpson, "Multivariate
alteration detection (MAD) and MAF postprocessing in multispectral, bitemporal image data: New approaches to change
detection studies," Remote Sens. Environ., vol. 64, no. 1, pp.
1-19, 1998.
[109] L. Bruzzone and D. F. Prieto, "Unsupervised change detection in multisource and multisensor remote sensing images," in
Proc. IEEE Int. Geoscience Remote Sensing Symp., 2000, vol. 6, pp.
2441-2443.
[110] B. Jeon and D. A. Landgrebe, "Classification with spatio-temporal interpixel class dependency contexts," IEEE Trans. Geosci.
Remote Sensing, vol. 30, no. 4, pp. 663-672, 1992.
[111] A. H. S. Solberg, T. Taxt, and A. K. Jain, "A Markov random
field model for classification of multisource satellite imagery," IEEE Trans. Geosci. Remote Sensing, vol. 43, no. 1, pp.
100-113, 1996.

25



Table of Contents for the Digital Edition of IEEE Geoscience and Remote Sensing Magazine - September 2015

IEEE Geoscience and Remote Sensing Magazine - September 2015 - Cover1
IEEE Geoscience and Remote Sensing Magazine - September 2015 - Cover2
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 1
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 2
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 3
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 4
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 5
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 6
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 7
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 8
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 9
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 10
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 11
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 12
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 13
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 14
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 15
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 16
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 17
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 18
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 19
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 20
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 21
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 22
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 23
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 24
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 25
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 26
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 27
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 28
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 29
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 30
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 31
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 32
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 33
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 34
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 35
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 36
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 37
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 38
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 39
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 40
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 41
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 42
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 43
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 44
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 45
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 46
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 47
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 48
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 49
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 50
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 51
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 52
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 53
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 54
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 55
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 56
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 57
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 58
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 59
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 60
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 61
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 62
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 63
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 64
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 65
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 66
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 67
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 68
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 69
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 70
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 71
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 72
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 73
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 74
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 75
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 76
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 77
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 78
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 79
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 80
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 81
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 82
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 83
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 84
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 85
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 86
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 87
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 88
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 89
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 90
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 91
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 92
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 93
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 94
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 95
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 96
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 97
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 98
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 99
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 100
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 101
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 102
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 103
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 104
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 105
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 106
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 107
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 108
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 109
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 110
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 111
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 112
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 113
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 114
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 115
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 116
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 117
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 118
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 119
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 120
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 121
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 122
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 123
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 124
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 125
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 126
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 127
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 128
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 129
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 130
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 131
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 132
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 133
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 134
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 135
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 136
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 137
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 138
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 139
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 140
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 141
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 142
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 143
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 144
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 145
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 146
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 147
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 148
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 149
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 150
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 151
IEEE Geoscience and Remote Sensing Magazine - September 2015 - 152
IEEE Geoscience and Remote Sensing Magazine - September 2015 - Cover3
IEEE Geoscience and Remote Sensing Magazine - September 2015 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2023
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2022
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2021
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2020
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2019
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2018
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2017
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2016
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2015
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2014
https://www.nxtbook.com/nxtbooks/ieee/geoscience_december2013
https://www.nxtbook.com/nxtbooks/ieee/geoscience_september2013
https://www.nxtbook.com/nxtbooks/ieee/geoscience_june2013
https://www.nxtbook.com/nxtbooks/ieee/geoscience_march2013
https://www.nxtbookmedia.com