The Time Variable in Data Fusion: A Change Detection Perspective
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[1] S. Quegan,et al. Understanding Synthetic Aperture Radar Images , 1998 .
[2] E. LeDrew,et al. Application of principal components analysis to change detection , 1987 .
[3] S. Pal,et al. Segmentation of remotely sensed images with fuzzy thresholding, and quantitative evaluation , 2000 .
[4] Lorenzo Bruzzone,et al. A minimum-cost thresholding technique for unsupervised change detection , 2000 .
[5] Christopher O. Justice,et al. Spatial variability of images and the monitoring of changes in the Normalized Difference Vegetation Index , 1995 .
[6] Shigeo Abe,et al. Neural Networks and Fuzzy Systems , 1996, Springer US.
[7] Lorenzo Bruzzone,et al. An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images , 2002, IEEE Trans. Image Process..
[8] Luigi Cinque,et al. Image thresholding using fuzzy entropies , 1998, IEEE Trans. Syst. Man Cybern. Part B.
[9] Francesca Bovolo,et al. A Hierarchical Approach to Change Detection in Very High Resolution SAR Images for Surveillance Applications , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[10] R. Dekker. Speckle filtering in satellite SAR change detection imagery , 1998 .
[11] Thuy Le Toan,et al. Polarimetric discriminators for SAR images , 1992, IEEE Trans. Geosci. Remote. Sens..
[12] Farid Melgani,et al. Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[13] N. Otsu. A threshold selection method from gray level histograms , 1979 .
[14] Xiaodong Li,et al. Land Cover Change Mapping at the Subpixel Scale With Different Spatial-Resolution Remotely Sensed Imagery , 2011, IEEE Geoscience and Remote Sensing Letters.
[15] Maoguo Gong,et al. Change Detection in Synthetic Aperture Radar Images based on Image Fusion and Fuzzy Clustering , 2012, IEEE Transactions on Image Processing.
[16] D. Muchoney,et al. Change detection for monitoring forest defoliation , 1994 .
[17] John A. Richards,et al. Thematic mapping from multitemporal image data using the principal components transformation , 1984 .
[18] Jorma Laaksonen,et al. Detecting Man-Made Structures and Changes in Satellite Imagery With a Content-Based Information Retrieval System Built on Self-Organizing Maps , 2007, IEEE Transactions on Geoscience and Remote Sensing.
[19] Lorenzo Bruzzone,et al. An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images , 2005, IEEE Transactions on Geoscience and Remote Sensing.
[20] Lorenzo Bruzzone,et al. An Adaptive Semi-Parametric and Context-Based Approach to Unsupervised Change Detection in Multitemporal Remote-Sensing Images , 2002 .
[21] Francesca Bovolo,et al. A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure , 2008, IEEE Transactions on Geoscience and Remote Sensing.
[22] Francesca Bovolo,et al. Classification of Time Series of Multispectral Images With Limited Training Data , 2013, IEEE Transactions on Image Processing.
[23] William J. Emery,et al. An Innovative Neural-Net Method to Detect Temporal Changes in High-Resolution Optical Satellite Imagery , 2007, IEEE Transactions on Geoscience and Remote Sensing.
[24] Gabriele Moser,et al. Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery , 2006, IEEE Trans. Geosci. Remote. Sens..
[25] Hui. A Contour-Based Approach to Multisensor Image Registration , 2009 .
[26] Anil K. Jain,et al. A Markov random field model for classification of multisource satellite imagery , 1996, IEEE Trans. Geosci. Remote. Sens..
[27] Lorenzo Bruzzone,et al. Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[28] Raimondo Schettini,et al. Image registration by recognition of corresponding structures , 1990 .
[29] R. G. White,et al. Change detection in SAR imagery , 1990 .
[30] Jordi Inglada,et al. A New Statistical Similarity Measure for Change Detection in Multitemporal SAR Images and Its Extension to Multiscale Change Analysis , 2007, IEEE Transactions on Geoscience and Remote Sensing.
[31] Lorenzo Bruzzone,et al. An adaptive approach to reducing registration noise effects in unsupervised change detection , 2003, IEEE Trans. Geosci. Remote. Sens..
[32] Shiyong Cui,et al. Statistical Wavelet Subband Modeling for Multi-Temporal SAR Change Detection , 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[33] Kai-Kuang Ma,et al. Unsupervised Change Detection for Satellite Images Using Dual-Tree Complex Wavelet Transform , 2008, IEEE Transactions on Geoscience and Remote Sensing.
[34] Lorenzo Bruzzone,et al. A neural-statistical approach to multitemporal and multisource remote-sensing image classification , 1999, IEEE Trans. Geosci. Remote. Sens..
[35] Jean-Yves Tourneret,et al. Bivariate Gamma Distributions for Image Registration and Change Detection , 2007, IEEE Transactions on Image Processing.
[36] Mao-Jiun J. Wang,et al. Image thresholding by minimizing the measures of fuzzines , 1995, Pattern Recognit..
[37] Lorenzo Bruzzone,et al. An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images , 1997, IEEE Trans. Geosci. Remote. Sens..
[38] Jakob J. van Zyl,et al. Change detection techniques for ERS-1 SAR data , 1993, IEEE Trans. Geosci. Remote. Sens..
[39] Lorenzo Bruzzone,et al. Detection of changes in remotely-sensed images by the selective use of multi-spectral information , 1997 .
[40] Francesca Bovolo,et al. Supervised change detection in VHR images using contextual information and support vector machines , 2013, Int. J. Appl. Earth Obs. Geoinformation.
[41] Francesca Bovolo,et al. Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images , 2015, IEEE Transactions on Geoscience and Remote Sensing.
[42] Jon Atli Benediktsson,et al. Change Detection in VHR Images Based on Morphological Attribute Profiles , 2013, IEEE Geoscience and Remote Sensing Letters.
[43] Xavier Pons,et al. Post-classification change detection with data from different sensors: Some accuracy considerations , 2003 .
[44] Wolfgang Dierking,et al. Change detection for thematic mapping by means of airborne multitemporal polarimetric SAR imagery , 2002, IEEE Trans. Geosci. Remote. Sens..
[45] Allan Aasbjerg Nielsen,et al. Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations , 2011, IEEE Transactions on Image Processing.
[46] Peijun Du,et al. Fusion of Difference Images for Change Detection Over Urban Areas , 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[47] Francesca Bovolo,et al. A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images , 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.
[48] Turgay Çelik,et al. Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$-Means Clustering , 2009, IEEE Geoscience and Remote Sensing Letters.
[49] Lorenzo Bruzzone,et al. A context-sensitive Bayesian technique for the partially supervised classification of multitemporal images , 2005, IEEE Geoscience and Remote Sensing Letters.
[50] Kai-Kuang Ma,et al. Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[51] Lorenzo Bruzzone,et al. Integration of Gibbs Markov Random Field and Hopfield-Type Neural Networks for Unsupervised Change Detection in Remotely Sensed Multitemporal Images , 2013, IEEE Transactions on Image Processing.
[52] Paolo Gamba,et al. Coregistration of multiangle fine spatial resolution SAR images , 2004, IEEE Geoscience and Remote Sensing Letters.
[53] Francesca Bovolo,et al. Building Change Detection in Multitemporal Very High Resolution SAR Images , 2015, IEEE Transactions on Geoscience and Remote Sensing.
[54] Jean-Yves Tourneret,et al. High-Resolution Optical and SAR Image Fusion for Building Database Updating , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[55] Knut Conradsen,et al. A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data , 2003, IEEE Trans. Geosci. Remote. Sens..
[56] Chunhong Pan,et al. Change Field: A New Change Measure for VHR Images , 2014, IEEE Geoscience and Remote Sensing Letters.
[57] Vladimir Vapnik,et al. The Nature of Statistical Learning , 1995 .
[58] Knut Conradsen,et al. Multivariate Alteration Detection (MAD) and MAF Postprocessing in Multispectral, Bitemporal Image Data: New Approaches to Change Detection Studies , 1998 .
[59] P. Lombardo,et al. Multisource urban classification: joint processing of optical and SAR data for land cover mapping , 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).
[60] Turgay Çelik,et al. Multiscale Change Detection in Multitemporal Satellite Images , 2009, IEEE Geoscience and Remote Sensing Letters.
[61] T. Fung. An Assessment Of Tm Imagery For Land Cover Change Detection , 1989, 12th Canadian Symposium on Remote Sensing Geoscience and Remote Sensing Symposium,.
[62] Paolo Gamba,et al. Change Detection of Multitemporal SAR Data in Urban Areas Combining Feature-Based and Pixel-Based Techniques , 2006, IEEE Transactions on Geoscience and Remote Sensing.
[63] Paul C. Smits,et al. Updating land-cover maps by using texture information from very high-resolution space-borne imagery , 1999, IEEE Trans. Geosci. Remote. Sens..
[64] Lorenzo Bruzzone,et al. Unsupervised change detection in multisource and multisensor remote sensing images , 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).
[65] H. Zebker,et al. Imaging radar polarization signatures: Theory and observation , 1987 .
[66] Gustavo Camps-Valls,et al. Unsupervised Change Detection With Kernels , 2012, IEEE Geoscience and Remote Sensing Letters.
[67] Francesca Bovolo,et al. A detail-preserving scale-driven approach to change detection in multitemporal SAR images , 2005, IEEE Transactions on Geoscience and Remote Sensing.
[68] Sushma Kokate,et al. Wavelet Fusion on Ratio Images for Change Detection in SAR Images , 2014 .
[69] Ashbindu Singh,et al. Review Article Digital change detection techniques using remotely-sensed data , 1989 .
[70] Paolo Gamba,et al. Improving Change Detection Results of IR-MAD by Eliminating Strong Changes , 2011, IEEE Geoscience and Remote Sensing Letters.
[71] R. G. White,et al. Change detection in SAR imaginery , 1990, IEEE International Conference on Radar.
[72] Tung Fung,et al. The Determination of Optimal Threshold Levels for Change Detection Using Various Accuracy Indices , 2008 .
[73] Laurent Ferro-Famil,et al. A New Coherent Similarity Measure for Temporal Multichannel Scene Characterization , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[74] Nello Cristianini,et al. An introduction to Support Vector Machines , 2000 .
[75] Marina Meila,et al. Comparing Clusterings by the Variation of Information , 2003, COLT.
[76] Pieter Kempeneers,et al. Increasing Robustness of Postclassification Change Detection Using Time Series of Land Cover Maps , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[77] Philip J. Howarth,et al. Procedures for change detection using Landsat digital data , 1981 .
[78] Curtis E. Woodcock,et al. Change detection using the Gramm-Schmidt transformation applied to mapping forest mortality , 1994 .
[79] S. Goetz,et al. Large-Scale Patterns of Forest Succession as Determined by Remote Sensing , 1991 .
[80] Gabriele Moser,et al. Unsupervised change detection methods for remote sensing images , 2002, SPIE Remote Sensing.
[81] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[82] Pierre Soille,et al. Change Detection Based on Information Measure , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[83] Francesca Bovolo,et al. Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[84] Francesca Bovolo,et al. Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images , 2015, IEEE Transactions on Geoscience and Remote Sensing.
[85] Francesca Bovolo,et al. A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks , 2007, IEEE Transactions on Geoscience and Remote Sensing.
[86] Shaun Quegan,et al. Quantitative estimation of tropical forest cover by SAR , 1999, IEEE Trans. Geosci. Remote. Sens..
[87] K. K. Mayo,et al. Monitoring land-cover change by principal component analysis of multitemporal Landsat data. , 1980 .
[88] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[89] J.S. Lee,et al. A comparison of change detection statistics in POLSAR images , 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..
[90] Wenzhong Shi,et al. Unsupervised Change Detection With Expectation-Maximization-Based Level Set , 2014, IEEE Geoscience and Remote Sensing Letters.
[91] Jun Chen,et al. Change Vector Analysis in Posterior Probability Space: A New Method for Land Cover Change Detection , 2011, IEEE Geoscience and Remote Sensing Letters.
[92] Sankar K. Pal,et al. Fuzzy Image Processing and Recognition: Uncertainty Handling and Applications , 2001, Int. J. Image Graph..
[93] Gabriele Moser,et al. Multiscale Unsupervised Change Detection on Optical Images by Markov Random Fields and Wavelets , 2011, IEEE Geoscience and Remote Sensing Letters.
[94] Francesca Bovolo,et al. An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images , 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.
[95] D. F. Prieto,et al. An adaptive parcel-based technique for unsupervised change detection , 2000 .
[96] Lorenzo Bruzzone,et al. Detection of land-cover transitions by combining multidate classifiers , 2004, Pattern Recognit. Lett..
[97] Turgay Çelik. A Bayesian approach to unsupervised multiscale change detection in synthetic aperture radar images , 2010, Signal Process..
[98] Lorenzo Bruzzone,et al. Unsupervised retraining of a maximum-likelihood classifier for the analysis of multitemporal remote sensing images , 1999, Remote Sensing.
[99] Thuy Le Toan,et al. Multitemporal ERS SAR analysis applied to forest mapping , 2000, IEEE Trans. Geosci. Remote. Sens..
[100] Francesca Bovolo. A Multilevel Parcel-Based Approach to Change Detection in Very High Resolution Multitemporal Images , 2009, IEEE Geosci. Remote. Sens. Lett..
[101] Lorenzo Bruzzone,et al. Introduction to the Special Section on the Fifth International Workshop on Multi-temporal Imagery Analysis , 2011, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..
[102] Eric Pottier,et al. An entropy based classification scheme for land applications of polarimetric SAR , 1997, IEEE Trans. Geosci. Remote. Sens..
[103] Shuang Wang,et al. Unsupervised Change Detection in SAR Image Based on Gauss-Log Ratio Image Fusion and Compressed Projection , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[104] Salah Bourennane,et al. Unsupervised change detection on SAR images using fuzzy hidden Markov chains , 2006, IEEE Transactions on Geoscience and Remote Sensing.
[105] Gabriele Moser,et al. Unsupervised Change Detection From Multichannel SAR Data by Markovian Data Fusion , 2009, IEEE Transactions on Geoscience and Remote Sensing.
[106] Paul L. Rosin,et al. Evaluation of global image thresholding for change detection , 2003, Pattern Recognit. Lett..
[107] Jon Atli Benediktsson,et al. An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images , 2008, IEEE Geoscience and Remote Sensing Letters.
[108] R. A. Schonengertt. Techniques for Image Processing and Classification in Remote Sensing , 1983 .
[109] Shutao Li,et al. Multitemporal Image Change Detection Using a Detail-Enhancing Approach With Nonsubsampled Contourlet Transform , 2012, IEEE Geoscience and Remote Sensing Letters.
[110] T. Häme,et al. An unsupervised change detection and recognition system for forestry , 1998 .
[111] Francesca Bovolo,et al. A Framework for Automatic and Unsupervised Detection of Multiple Changes in Multitemporal Images , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[112] P. S. Chavez,et al. Automatic detection of vegetation changes in the southwestern United States using remotely sensed images , 1994 .
[113] D.A. Landgrebe,et al. Classification with spatio-temporal interpixel class dependency contexts , 1992, IEEE Trans. Geosci. Remote. Sens..
[114] Francesca Bovolo,et al. Introduction to the special issue on analysis of multitemporal remote sensing data , 2013 .
[115] Sankar K. Pal,et al. Fuzzy Image Processing and Recognition , 1999 .
[116] Francesca Bovolo,et al. Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[117] Manuel Cebrián,et al. The Normalized Compression Distance Is Resistant to Noise , 2007, IEEE Transactions on Information Theory.
[118] Allan Aasbjerg Nielsen,et al. The Regularized Iteratively Reweighted MAD Method for Change Detection in Multi- and Hyperspectral Data , 2007, IEEE Transactions on Image Processing.
[119] Lorenzo Bruzzone,et al. Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images , 2006, IEEE Geoscience and Remote Sensing Letters.
[120] Pierfrancesco Lombardo,et al. Maximum likelihood signal processing techniques to detect a step pattern of change in multitemporal SAR images , 2002, IEEE Trans. Geosci. Remote. Sens..
[121] L. Bruzzone,et al. Analysis of Multitemporal Remote-Sensing Images for Change Detection: Bayesian Thresholding Approaches , 2002 .
[122] B. S. Manjunath,et al. A contour-based approach to multisensor image registration , 1995, IEEE Trans. Image Process..
[123] H. Hanaizumi,et al. Land surface change detection in a desert area in Algeria using multi-temporal ERS SAR coherence images , 2001 .
[124] Luciano Alparone,et al. Nonparametric Change Detection in Multitemporal SAR Images Based on Mean-Shift Clustering , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[125] Francesca Bovolo,et al. Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[126] Sanguklee,et al. A comparative performance study of several global thresholding techniques for segmentation , 1990 .
[127] Francesca Bovolo,et al. A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain , 2007, IEEE Transactions on Geoscience and Remote Sensing.
[128] Francesca Bovolo,et al. A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images , 2013, Proceedings of the IEEE.
[129] Francesca Bovolo,et al. A Context-Sensitive Technique Robust to Registration Noise for Change Detection in VHR Multispectral Images , 2010, IEEE Transactions on Image Processing.
[130] J. Cihlar,et al. Change detection with synthetic aperture radar , 1992 .
[131] Lorenzo Bruzzone,et al. Automatic analysis of the difference image for unsupervised change detection , 2000, IEEE Trans. Geosci. Remote. Sens..
[132] Olivier Arino,et al. A partially supervised change-detection technique , 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).
[133] Ozy Sjahputera,et al. GeoCDX: An Automated Change Detection and Exploitation System for High-Resolution Satellite Imagery , 2013, IEEE Transactions on Geoscience and Remote Sensing.
[134] Josef Kittler,et al. Minimum error thresholding , 1986, Pattern Recognit..
[135] Gabriele Moser,et al. Conditional Copulas for Change Detection in Heterogeneous Remote Sensing Images , 2008, IEEE Transactions on Geoscience and Remote Sensing.