Télédétection SAR interférométrique de zones urbaines en bande L à partir de l'utilisation des techniques d'analyse spectrale polarimétriques et multi-bases

In this thesis, spectral analysis techniques are generalized to process polarimetric multibaseline interferometric SAR data. These polarimetric array signal processing algorithms are described in a rigorous mathematical way and applied to urban areas. They permit the estimation of the reflector height, the scattering mechanism, and the polarimetric reflectivity. From single-baseline POL-InSAR observations, a digital elevation model of an urban scene is generated including the scattering types. Using polarimetric dual-baseline InSAR data, the building layover problem is resolved and three-dimensional SAR images are produced that reveal the reflection mechanisms.

[1]  Petre Stoica,et al.  MUSIC, maximum likelihood, and Cramer-Rao bound , 1989, IEEE Transactions on Acoustics, Speech, and Signal Processing.

[2]  Giorgio Franceschetti,et al.  Interferometric SAR phase unwrapping using Green's formulation , 1996, IEEE Trans. Geosci. Remote. Sens..

[3]  Jong-Sen Lee,et al.  Polarimetric SAR speckle filtering and its implication for classification , 1999, IEEE Trans. Geosci. Remote. Sens..

[4]  Eric Pottier,et al.  Unsupervised Classification of Natural Scenes from Polarimetric Interferometric SAR Data. , 2003 .

[5]  Eric Pottier,et al.  An entropy based classification scheme for land applications of polarimetric SAR , 1997, IEEE Trans. Geosci. Remote. Sens..

[6]  Petre Stoica,et al.  Introduction to spectral analysis , 1997 .

[7]  Franz Leberl,et al.  Mapping of lunar surface from side-looking orbital radar images , 1976 .

[8]  F. Gini,et al.  Robust estimation of radar reflectivities in multibaseline InSAR , 2005, IEEE Transactions on Aerospace and Electronic Systems.

[9]  Fulvio Gini,et al.  Model Order Selection in Multi-baseline Interferometric Radar Systems , 2005, EURASIP J. Adv. Signal Process..

[10]  S. Cloude Polarization coherence tomography , 2006 .

[11]  Andreas Reigber,et al.  Scatterer characterisation using polarimetric SAR tomography , 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

[12]  Mark D. Pritt,et al.  Phase unwrapping by means of multigrid techniques for interferometric SAR , 1996, IEEE Trans. Geosci. Remote. Sens..

[13]  Ernst Lüneburg,et al.  Principles of Radar Polarimetry , 1995 .

[14]  Andreas Reigber,et al.  Airborne differential SAR interferometry: first results at L-band , 2003, IEEE Trans. Geosci. Remote. Sens..

[15]  Georges Bienvenu Influence of the spatial coherence of the background noise on high resolution passive methods , 1979, ICASSP.

[16]  Jian Li,et al.  An adaptive filtering approach to spectral estimation and SAR imaging , 1996, IEEE Trans. Signal Process..

[17]  Juan M. Lopez-Sanchez,et al.  Indoor experiments on polarimetric SAR interferometry , 2000, IEEE Trans. Geosci. Remote. Sens..

[18]  J. Rissanen A UNIVERSAL PRIOR FOR INTEGERS AND ESTIMATION BY MINIMUM DESCRIPTION LENGTH , 1983 .

[19]  Laurent Ferro-Famil,et al.  Multibaseline POL-InSAR Analysis of Urban Scenes at L-Band , 2007 .

[20]  Jian Li,et al.  Doubly constrained robust Capon beamformer , 2004, IEEE Transactions on Signal Processing.

[21]  Ilan Ziskind,et al.  Detection of the number of coherent signals by the MDL principle , 1989, IEEE Trans. Acoust. Speech Signal Process..

[22]  Fabio Rocca,et al.  Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry , 2000, IEEE Trans. Geosci. Remote. Sens..

[23]  Fabio Rocca,et al.  Multibaseline InSAR DEM reconstruction: the wavelet approach , 1999, IEEE Trans. Geosci. Remote. Sens..

[24]  Jong-Sen Lee,et al.  Digital Image Enhancement and Noise Filtering by Use of Local Statistics , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[25]  S. Cloude,et al.  Three-stage inversion process for polarimetric SAR interferometry , 2003 .

[26]  Z. Bai,et al.  On detection of the number of signals in presence of white noise , 1985 .

[27]  Laurent Ferro-Famil,et al.  Physical parameter extraction over urban areas using L-band POLSAR data and interferometric baseline diversity , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[28]  J. Capon High-resolution frequency-wavenumber spectrum analysis , 1969 .

[29]  Alberto Moreira,et al.  Extended chirp scaling algorithm for air- and spaceborne SAR data processing in stripmap and ScanSAR imaging modes , 1996, IEEE Trans. Geosci. Remote. Sens..

[30]  Fuk K. Li,et al.  Synthetic aperture radar interferometry , 2000, Proceedings of the IEEE.

[31]  Zhi-Dong Bai,et al.  On rates of convergence of efficient detection criteria in signal processing with white noise , 1989, IEEE Trans. Inf. Theory.

[32]  Ilan Ziskind,et al.  Maximum likelihood localization of multiple sources by alternating projection , 1988, IEEE Trans. Acoust. Speech Signal Process..

[33]  Alberto Moreira,et al.  Advanced Differential SAR Interferometric Techniques Applied to Airborne Data , 2006 .

[34]  Thomas Kailath,et al.  Detection of signals by information theoretic criteria , 1985, IEEE Trans. Acoust. Speech Signal Process..

[35]  Fulvio Gini,et al.  Reflectivity estimation for multibaseline interferometric radar imaging of layover extended sources , 2003, IEEE Trans. Signal Process..

[36]  C. Werner,et al.  Satellite radar interferometry: Two-dimensional phase unwrapping , 1988 .

[37]  Fabio Rocca,et al.  SAR monitoring of progressive and seasonal ground deformation using the permanent scatterers technique , 2003, IEEE Trans. Geosci. Remote. Sens..

[38]  V. Pisarenko The Retrieval of Harmonics from a Covariance Function , 1973 .

[39]  Mati Wax Detection and localization of multiple sources via the stochastic signals model , 1991, IEEE Trans. Signal Process..

[40]  Jong-Sen Lee,et al.  Refined filtering of image noise using local statistics , 1981 .

[41]  Walid Tabbara,et al.  An interferometric coherence optimization method in radar polarimetry for high-resolution imagery , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[42]  Richard Bamler,et al.  A comparison of range-Doppler and wavenumber domain SAR focusing algorithms , 1992, IEEE Trans. Geosci. Remote. Sens..

[43]  Laurent Ferro-Famil,et al.  Analysing urban areas using multiple track Pol-InSAR data at L-Band. , 2006 .

[44]  Daniele Perissin,et al.  High-Accuracy Urban DEM Using Permanent Scatterers , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[45]  Ilan Ziskind,et al.  On unique localization of multiple sources by passive sensor arrays , 1989, IEEE Trans. Acoust. Speech Signal Process..

[46]  Alberto Moreira,et al.  First demonstration of airborne SAR tomography using multibaseline L-band data , 2000, IEEE Trans. Geosci. Remote. Sens..

[47]  Andreas Reigber,et al.  Information Extraction from Tomographic SAR Data , 2006 .

[48]  N. Hamano,et al.  Digital processing of synthetic aperture radar data , 1984 .

[49]  Eric Pottier,et al.  A review of target decomposition theorems in radar polarimetry , 1996, IEEE Trans. Geosci. Remote. Sens..

[50]  Jian Li,et al.  Extended derivations of MUSIC in the presence of steering vector errors , 2005, IEEE Transactions on Signal Processing.

[51]  Laurent Ferro-Famil,et al.  Multibaseline Polarimetric SAR Interferometry Coherence Optimization , 2008, IEEE Geoscience and Remote Sensing Letters.

[52]  Fulvio Gini,et al.  Multilook APES for multibaseline SAR interferometry , 2002, IEEE Trans. Signal Process..

[53]  John Homer,et al.  High resolution 3-D SAR via multi-baseline interferometry , 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

[54]  Gerhard Krieger,et al.  TanDEM-X: A Satellite Formation for High-Resolution SAR Interferometry , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[55]  Juan M. Lopez-Sanchez,et al.  Retrieval of biophysical parameters of agricultural crops using polarimetric SAR interferometry , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[56]  Mario Costantini,et al.  A novel phase unwrapping method based on network programming , 1998, IEEE Trans. Geosci. Remote. Sens..

[57]  Jian Li,et al.  Efficient mixed-spectrum estimation with applications to target feature extraction , 1995, Conference Record of The Twenty-Ninth Asilomar Conference on Signals, Systems and Computers.

[58]  Fabio Rocca,et al.  The wavenumber shift in SAR interferometry , 1994, IEEE Trans. Geosci. Remote. Sens..

[59]  M. Wax,et al.  Maximum likelihood localization of diversely polarized sources by simulated annealing , 1990 .

[60]  Petre Stoica,et al.  MUSIC, maximum likelihood and Cramer-Rao bound: further results and comparisons , 1989, International Conference on Acoustics, Speech, and Signal Processing,.

[61]  F. Rocca,et al.  SAR data focusing using seismic migration techniques , 1991 .

[62]  Eric Pottier,et al.  Study and Applications of POLSAR Data Time-Frequency Correlation Properties , 2007 .

[63]  Joachim H. G. Ender,et al.  Multi-Antenna SAR Tomography Using Superresolution Techniques , 2001 .

[64]  H. Akaike,et al.  Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .

[65]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[66]  Laurent Ferro-Famil,et al.  Multibaseline POL-InSAR analysis of urban scenes for 3D modeling and physical feature retrieval at L-band , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[67]  Giorgio Franceschetti,et al.  Image registration in interferometric SAR processing , 1995 .

[68]  Ron Kwok,et al.  Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution , 1994 .

[69]  F. Gini,et al.  Multibaseline cross-track SAR interferometry: a signal processing perspective , 2005, IEEE Aerospace and Electronic Systems Magazine.

[70]  Jian Li,et al.  On robust Capon beamforming and diagonal loading , 2003, IEEE Trans. Signal Process..

[71]  Louis A. Romero,et al.  Robust two-dimensional weighted and unweighted phase unwrapping that uses fast transforms and iterative methods , 1994 .

[72]  T. Parks,et al.  Direction finding with an array of antennas having diverse polarizations , 1983 .

[73]  Ridha Touzi,et al.  Characterization of target symmetric scattering using polarimetric SARs , 2002, IEEE Trans. Geosci. Remote. Sens..

[74]  Howard A. Zebker,et al.  Decorrelation in interferometric radar echoes , 1992, IEEE Trans. Geosci. Remote. Sens..

[75]  Petre Stoica,et al.  Maximum likelihood methods for direction-of-arrival estimation , 1990, IEEE Trans. Acoust. Speech Signal Process..

[76]  William L. Cameron,et al.  Simulated polarimetric signatures of primitive geometrical shapes , 1996, IEEE Trans. Geosci. Remote. Sens..

[77]  Yoshio Yamaguchi,et al.  Polarimetric SAR interferometry for forest analysis based on the ESPRIT algorithm , 2001 .

[78]  J. Huynen Phenomenological theory of radar targets , 1970 .

[79]  A. Reigber,et al.  Adaptive spectral estimation for multibaseline SAR tomography with airborne L-band data , 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

[80]  Laurent Ferro-Famil,et al.  Multibaseline POLInSAR coherence modelling and optimization , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[81]  A. Reigber,et al.  3D Visualisation and Physical Feature Extraction of Urban Areas using Multibaseline POL-InSAR Data at L-Band , 2007, 2007 Urban Remote Sensing Joint Event.

[82]  Riccardo Lanari,et al.  Synthetic Aperture Radar Processing , 1999 .

[83]  R. Bamler,et al.  Phase statistics of interferograms with applications to synthetic aperture radar. , 1994, Applied optics.

[84]  Joachim H. G. Ender,et al.  Interferometric Model Order Selection: Validation of ITC Methods with Airborne Three-antenna SAR Data , 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

[85]  K. Feigl,et al.  Radar interferometry and its application to changes in the Earth's surface , 1998 .

[86]  Juan M. Lopez-Sanchez,et al.  Polarimetric radar interferometry for improved mine detection and surface clutter rejection , 2001, IEEE Trans. Geosci. Remote. Sens..

[87]  Fulvio Gini,et al.  On the behavior of information theoretic criteria for model order selection of InSAR signals corrupted by multiplicative noise , 2003, Signal Process..

[88]  J. Rissanen,et al.  Modeling By Shortest Data Description* , 1978, Autom..

[89]  H. Akaike A new look at the statistical model identification , 1974 .

[90]  佐藤 晃一,et al.  Polarimetric SAR Interferometryによる森林の特徴について , 2000 .

[91]  A. Reigber,et al.  Estimation of Built-up Area Characteristics from Polarimetric Interferometric Multiple Track L-Band SAR Data , 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

[92]  Fabio Rocca,et al.  Permanent scatterers in SAR interferometry , 2001, IEEE Trans. Geosci. Remote. Sens..

[93]  W.L. Melvin,et al.  Performance evaluation of two polarimetric STAP architectures , 2003, Proceedings of the 2003 IEEE Radar Conference (Cat. No. 03CH37474).

[94]  Laurent Ferro-Famil,et al.  PolInSAR Coherence Set Theory and Application , 2006 .

[95]  Stephen L. Durden,et al.  A three-component scattering model for polarimetric SAR data , 1998, IEEE Trans. Geosci. Remote. Sens..

[96]  R. O. Schmidt,et al.  Multiple emitter location and signal Parameter estimation , 1986 .

[97]  F. Lombardini,et al.  Towards a Complete Processing Chain of Multibaseline Airborne InSAR Data for Layover Scatterers Separation , 2007, 2007 Urban Remote Sensing Joint Event.

[98]  E. Rodríguez,et al.  Theory and design of interferometric synthetic aperture radars , 1992 .

[99]  F. Gini,et al.  Layover solution in multibaseline SAR interferometry , 2002 .

[100]  Laurent Ferro-Famil,et al.  Building characterization using L-band polarimetric interferometric SAR data , 2005, IEEE Geoscience and Remote Sensing Letters.