12.1.5.1 Radar, SAR Image Change Detection

Chapter Contents (Back)
Change Detection. See also Change Detection for Damage Assessment. See also Land Cover Change Analysis, Remote Sensing Change Analysis, Temporal Analysis.

Dekker, R.J.,
Speckle Filtering in Satellite SAR Change Detection Imagery,
JRS(19), No. 6, April 1998, pp. 1133-1146. 9805
BibRef

Lombardo, P., Oliver, C.J.,
Maximum likelihood approach to the detection of changes between multitemporal SAR images,
IEE-P(RSN: 148), No. 4, 2001, pp. 200-210.
DOI Link 1102
BibRef

Conradsen, K., Nielsen, A.A., Schou, J., Skriver, H.,
A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data,
GeoRS(41), No. 1, January 2003, pp. 4-19.
IEEE Top Reference. 0304
BibRef

Williams, M.L.[Mark L.], Preiss, M.[Mark],
Physics-Based Predictions for Coherent Change Detection Using X-Band Synthetic Aperture Radar,
JASP(2005), No. 20, 2005, pp. 3243-3258.
WWW Link. 0603
BibRef

Bazi, Y., Bruzzone, L., Melgani, F.,
An Unsupervised Approach Based on the Generalized Gaussian Model to Automatic Change Detection in Multitemporal SAR Images,
GeoRS(43), No. 4, April 2005, pp. 874-887.
IEEE Abstract. 0501
BibRef

Bazi, Y., Melgani, F.,
Gaussian Process Approach to Remote Sensing Image Classification,
GeoRS(48), No. 1, January 2010, pp. 186-197.
IEEE DOI 1001
See also Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation. BibRef

Narayan, U., Lakshmi, V., Jackson, T.J.,
High-Resolution Change Estimation of Soil Moisture Using L-Band Radiometer and Radar Observations Made During the SMEX02 Experiments,
GeoRS(44), No. 6, June 2006, pp. 1545-1554.
IEEE DOI 0606
BibRef

Ranney, K.I., Soumekh, M.,
Signal Subspace Change Detection in Averaged Multilook SAR Imagery,
GeoRS(44), No. 1, January 2006, pp. 201-213.
IEEE DOI 0601
BibRef

Carincotte, C., Derrode, S., Bourennane, S.,
Unsupervised Change Detection on SAR Images Using Fuzzy Hidden Markov Chains,
GeoRS(44), No. 2, February 2006, pp. 432-441.
IEEE DOI 0602
BibRef

Moser, G., Serpico, S.B.,
Generalized Minimum-Error Thresholding for Unsupervised Change Detection From SAR Amplitude Imagery,
GeoRS(44), No. 10, October 2006, pp. 2972-2982.
IEEE DOI 0609
BibRef

Moser, G., Serpico, S.B.,
Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion,
GeoRS(47), No. 7, July 2009, pp. 2114-2128.
IEEE DOI 0906
BibRef

Chatelain, F., Tourneret, J.Y., Inglada, J., Ferrari, A.,
Bivariate Gamma Distributions for Image Registration and Change Detection,
IP(16), No. 7, July 2007, pp. 1796-1806.
IEEE DOI 0707
BibRef

Chatelain, F., Tourneret, J.Y., Inglada, J.,
Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions,
IP(17), No. 3, March 2008, pp. 249-258.
IEEE DOI 0802
BibRef

Inglada, J.[Jordi], Mercier, G.[Gregoire],
A New Statistical Similarity Measure for Change Detection in Multitemporal SAR Images and Its Extension to Multiscale Change Analysis,
GeoRS(45), No. 5, May 2007, pp. 1432-1445.
IEEE DOI 0704
SAR. BibRef

Slatton, K.C.[K. Clint], Crawford, M.M.[Melba M.], Chang, L.D.[Li-Der],
Modeling temporal variations in multipolarized radar scattering from intertidal coastal wetlands,
PandRS(63), No. 5, September 2008, pp. 559-577.
WWW Link. 0804
Polarization; SAR; LIDAR; Change detection; Coast BibRef

Gong, M., Zhou, Z., Ma, J.,
Change Detection in Synthetic Aperture Radar Images based on Image Fusion and Fuzzy Clustering,
IP(21), No. 4, April 2012, pp. 2141-2151.
IEEE DOI 1204
BibRef

Stojanovic, I.[Ivana], Novak, L.[Les],
Algorithms improve synthetic aperture radar coherent change detection performance,
SPIE(Newsroom), July 23, 2013
DOI Link 1310
A simple approach mitigates false alarms in coherent change detection algorithms, while still detecting subtle changes in synthetic aperture radar images. BibRef

Marino, A., Cloude, S.R., Lopez-Sanchez, J.M.,
A New Polarimetric Change Detector in Radar Imagery,
GeoRS(51), No. 5, May 2013, pp. 2986-3000.
IEEE DOI 1305
BibRef

Aghababaee, H.[Hossein], Amini, J.[Jalal], Tzeng, Y.C.[Yu-Chang], Sumantyo, J.T.S.[Josaphat Tetuko Sri],
Unsupervised Change Detection on SAR images using a New Fractal-Based Measure,
PFG(2013), No. 3, 2013, pp. 209-220.
DOI Link 1306
BibRef

Liu, F., Antoniou, M., Zeng, Z., Cherniakov, M.,
Coherent Change Detection Using Passive GNSS-Based BSAR: Experimental Proof of Concept,
GeoRS(51), No. 8, 2013, pp. 4544-4555.
IEEE DOI 1307
Charge coupled devices BibRef

Kreucher, C., Brennan, M.,
A Compressive Sensing Approach to Multistatic Radar Change Imaging,
GeoRS(52), No. 2, February 2014, pp. 1107-1112.
IEEE DOI 1402
antennas BibRef

Cha, M., Phillips, R.D., Wolfe, P.J., Richmond, C.D.,
Two-Stage Change Detection for Synthetic Aperture Radar,
GeoRS(53), No. 12, December 2015, pp. 6547-6560.
IEEE DOI 1512
image resolution BibRef

Zhang, Q.[Qilei], Antoniou, M., Chang, W.[Wenge], Cherniakov, M.,
Spatial Decorrelation in GNSS-Based SAR Coherent Change Detection,
GeoRS(53), No. 1, January 2015, pp. 219-228.
IEEE DOI 1410
Monte Carlo methods BibRef

Bryant, N., Bunch, W., Fretz, R., Kim, P., Logan, T., Smyth, M., Zobrist, A.,
Obtaining accurate change detection results from high-resolution satellite sensors,
AIPR12(1-5)
IEEE DOI 1307
aerosols BibRef

Marino, A., Hajnsek, I.,
A Change Detector Based on an Optimization With Polarimetric SAR Imagery,
GeoRS(52), No. 8, August 2014, pp. 4781-4798.
IEEE DOI 1403
Clutter BibRef

Marino, A., Hajnsek, I.,
Statistical Tests for a Ship Detector Based on the Polarimetric Notch Filter,
GeoRS(53), No. 8, August 2015, pp. 4578-4595.
IEEE DOI 1506
artificial satellites BibRef

Gong, M.[Maoguo], Li, Y.[Yu], Jiao, L.C.[Li-Cheng], Jia, M.[Meng], Su, L.[Linzhi],
SAR change detection based on intensity and texture changes,
PandRS(93), No. 1, 2014, pp. 123-135.
Elsevier DOI 1407
Change detection BibRef

Quin, G., Pinel-Puyssegur, B., Nicolas, J.M., Loreaux, P.,
MIMOSA: An Automatic Change Detection Method for SAR Time Series,
GeoRS(52), No. 9, September 2014, pp. 5349-5363.
IEEE DOI 1407
geophysical techniques BibRef

Liu, G.[Ganchao], Jiao, L.C.[Li-Cheng], Liu, F.[Fang], Zhong, H.[Hua], Wang, S.[Shuang],
A new patch based change detector for polarimetric SAR data,
PR(48), No. 3, 2015, pp. 685-695.
Elsevier DOI 1412
Change detection BibRef

Jia, L., Li, M., Wu, Y., Zhang, P., Liu, G., Chen, H., An, L.,
SAR Image Change Detection Based on Iterative Label-Information Composite Kernel Supervised by Anisotropic Texture,
GeoRS(53), No. 7, July 2015, pp. 3960-3973.
IEEE DOI 1503
Analytical models BibRef

Carotenuto, V., de Maio, A., Clemente, C., Soraghan, J.,
Invariant Rules for Multipolarization SAR Change Detection,
GeoRS(53), No. 6, June 2015, pp. 3294-3311.
IEEE DOI 1503
remote sensing by radar BibRef

Su, X.[Xin], Deledalle, C.A.[Charles-Alban], Tupin, F.[Florence], Sun, H.[Hong],
NORCAMA: Change analysis in SAR time series by likelihood ratio change matrix clustering,
PandRS(101), No. 1, 2015, pp. 247-261.
Elsevier DOI 1503
Change detection BibRef

Carotenuto, V., de Maio, A., Clemente, C., Soraghan, J.J., Alfano, G.,
Forcing Scale Invariance in Multipolarization SAR Change Detection,
GeoRS(54), No. 1, January 2016, pp. 36-50.
IEEE DOI 1601
decision theory BibRef

Pham, M.T.[Minh-Tan], Mercier, G., Michel, J.,
Change Detection Between SAR Images Using a Pointwise Approach and Graph Theory,
GeoRS(54), No. 4, April 2016, pp. 2020-2032.
IEEE DOI 1604
BibRef
Earlier:
A keypoint approach for change detection between SAR images based on graph theory,
MultiTemp15(1-4)
IEEE DOI 1511
feature extraction BibRef

Wahl, D.E., Yocky, D.A., Jakowatz, C.V., Simonson, K.M.,
A New Maximum-Likelihood Change Estimator for Two-Pass SAR Coherent Change Detection,
GeoRS(54), No. 4, April 2016, pp. 2460-2469.
IEEE DOI 1604
Charge coupled devices BibRef

Yang, W.[Wen], Yang, X., Yan, T., Song, H., Xia, G.S.[Gui-Song],
Region-Based Change Detection for Polarimetric SAR Images Using Wishart Mixture Models,
GeoRS(54), No. 11, November 2016, pp. 6746-6756.
IEEE DOI 1610
Computational modeling BibRef

Huang, X.J.[Xiao-Jing], Yang, W.[Wen], Xia, G.S.[Gui-Song], Liao, M.S.[Ming-Sheng],
Superpixel-based change detection in high resolution SAR images using region covariance features,
MultiTemp15(1-4)
IEEE DOI 1511
feature extraction BibRef

Wieland, M.[Marc], Liu, W.[Wen], Yamazaki, F.[Fumio],
Learning Change from Synthetic Aperture Radar Images: Performance Evaluation of a Support Vector Machine to Detect Earthquake and Tsunami-Induced Changes,
RS(8), No. 10, 2016, pp. 792.
DOI Link 1609
BibRef

Zheng, Y.[Yaoguo], Jiao, L.C.[Li-Cheng], Liu, H.Y.[Hong-Ying], Zhang, X.R.[Xiang-Rong], Hou, B.[Biao], Wang, S.[Shuang],
Unsupervised saliency-guided SAR image change detection,
PR(61), No. 1, 2017, pp. 309-326.
Elsevier DOI 1705
Unsupervised change detection BibRef

Vu, V.T., Pettersson, M.I., Machado, R., Dammert, P., Hellsten, H.,
False Alarm Reduction in Wavelength-Resolution SAR Change Detection Using Adaptive Noise Canceler,
GeoRS(55), No. 1, January 2017, pp. 591-599.
IEEE DOI 1701
remote sensing by radar BibRef

Gao, F.[Feng], Liu, X.P.[Xiao-Peng], Dong, J.Y.[Jun-Yu], Zhong, G.Q.[Guo-Qiang], Jian, M.[Muwei],
Change Detection in SAR Images Based on Deep Semi-NMF and SVD Networks,
RS(9), No. 5, 2017, pp. xx-yy.
DOI Link 1706
BibRef

Gong, M.[Maoguo], Yang, H.[Hailun], Zhang, P.[Puzhao],
Feature learning and change feature classification based on deep learning for ternary change detection in SAR images,
PandRS(129), No. 1, 2017, pp. 212-225.
Elsevier DOI 1706
Ternary, change, detection BibRef

McGuinness, C., Balster, E.,
Enabling Reliable Change Detection for Independently Compressed SAR Images,
GeoRS(55), No. 8, August 2017, pp. 4785-4794.
IEEE DOI 1708
Charge coupled devices, Distortion, Image coding, Measurement, Quantization (signal), Synthetic aperture radar, Transform coding, Change detection algorithms, compression algorithms, synthetic, aperture, radar, (SAR) BibRef


Song, H.[Hui], Yang, W.[Wen], Huang, X.J.[Xiao-Jing], Xu, X.[Xin],
Region-based change detection of PolSAR images using analytic information-theoretic divergence,
MultiTemp15(1-4)
IEEE DOI 1511
geophysical image processing BibRef

Bouhlel, N., Ginolhac, G., Jolibois, E., Atto, A.,
Multivariate statistical modeling for multi-temporal SAR change detection using wavelet transforms,
MultiTemp15(1-4)
IEEE DOI 1511
Gaussian distribution BibRef

Quach, T.T.[Tu-Thach], Malinas, R.[Rebecca], Koch, M.W.[Mark W.],
A model-based approach to finding tracks in SAR CCD images,
PBVS15(41-47)
IEEE DOI 1510
coherent change detection images. Charge coupled devices. Tire tracks, etc. BibRef

Sun, X., Zhang, J., Zhai, L.,
Multipolarimetric SAR image change detection based on multiscale feature-level fusion,
IWIDF15(155-158).
DOI Link 1508
BibRef

Dominguez, E.M.[E. Mendez], Henke, D., Small, D., Meier, E.,
High Resolution Airborne SAR Image Change Detection in Urban Areas with Slightly Different Acquisition Geometries,
PIA15(127-133).
DOI Link 1504
BibRef

Boldt, M., Thiele, A., Schulz, K., Hinz, S.,
SAR Image Segmentation Using Morphological Attribute Profiles,
PCV14(39-44).
DOI Link 1404
BibRef
Earlier: A1, A3, A2, A4:
Using Morphological Differential Attribute Profiles for Change Categorization in High Resolution SAR Images,
Hannover13(29-34).
DOI Link 1308
BibRef

Krylov, V.A.[Vladimir A.], Moser, G.[Gabriele], Voisin, A.[Aurelie], Serpico, S.B.[Sebastiano B.], Zerubia, J.B.[Josiane B.],
Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test,
ICIP12(2093-2096).
IEEE DOI 1302
BibRef

Hachicha, S.[Sofiane], Chaabane, F.[Ferdaous],
Multi-temporal Sar Change Detection And Monitoring,
ISPRS12(XXXIX-B7:293-298).
DOI Link 1209
BibRef

Liu, M.[Meng], Zhang, H.[Hong], Wang, C.[Chao], Tang, Y.X.[Yi-Xian],
PolSAR change detection for specific land cover type by testing equality of two PolInSAR coherency matrixes,
CVRS12(371-376).
IEEE DOI 1302
BibRef

Hachicha, S.[Sofiane], Deledalle, C.A.[Charles-Alban], Chaabane, F.[Ferdaous], Tupin, F.[Florence],
Multi-temporal SAR classification according to change detection operators,
MultiTemp11(133-136).
IEEE DOI 1109
BibRef

Gromek, A., Jenerowicz, M.,
SAR imagery change detection method for Land Border Monitoring,
MultiTemp11(213-216).
IEEE DOI 1109
BibRef

Hachicha, S., Chaabane, F.,
Application of DSM theory for SAR image change detection,
ICIP09(3733-3736).
IEEE DOI 0911
BibRef

Chapter on Registration, Matching and Recognition Using Points, Lines, Regions, Areas, Surfaces continues in
Misregistration Errors, Evaluation Change Detection .


Last update:Nov 18, 2017 at 20:56:18