G. Liu, Y. Gousseau and F. Tupin, A contrario comparison of local descriptors for change detection in high resolution satellite images of urban areas, IEEE Transactions on Geoscience and Remote Sensing , June 2019, vol. 57, n° 6, pp. 3904-3918 [PDF] [hal-01739459].

G. Draskovic, F. Pascal and F. Tupin, M-NL: Robust NL-Means Approach for PolSAR Images Denoising, IEEE Geoscience and Remote Sensing Letters , June 2019, vol. 16, n° 6, pp. 997-1001 [PDF].

W. Zhao, L. Denis, Ch.-A. Deledalle, H. Maître, J.-M. Nicolas and F. Tupin, Ratio-based multi-temporal SAR images denoising: RABASAR, IEEE Transactions on Geoscience and Remote Sensing, June 2019 [PDF] [DOI 10.1109/TGRS.2018.2885683].

C. Rambour, L. Denis, F. Tupin and H. Oriot, Introducing Spatial Regularization in SAR Tomography Reconstruction, IEEE Transactions on geoscience and Remote Sensing , 2019 [PDF].

E. Koeniguer, J.-M. Nicolas, B. Pinel-Puysségur, J. M. Lagrange et F. Janez, Visualisation des changements sur séries temporelles radar : méthode REACTIV évaluée à l’échelle mondiale sous Google Earth Engine, Revue Française de Photogrammétrie et de Télédétection, Juin 2018, vol. 217-218, pp. 99-108.

G. Ferraioli, Ch.-A. Deledalle, L. Denis and F. Tupin, PARISAR: Patch-based estimation and regularized inversion for multi-baseline SAR interferometry, IEEE Transactions on Geoscience and Remote Sensing, March 2018, vol. 56, n° 3, pp. 1626-1636 [PDF] [ujm-01525973v1].

R. Abergel, L. Denis, S. Ladjal and F. Tupin, Sidelobes Suppression and Strong Targets Extraction in Single Look Complex SAR Images with Several Applications, IEEE Journal of Selected Topics in Applied Observation and Remote Sensing, March 2018, vol. 11, n° 3, pp. 759 - 776 [PDF] [hal-01570857v1].

J.-M. Nicolas et F. Tupin, Quarante ans d’imagerie satellitaire radar, Revue de la Société Française de Photogrammétrie et de Télédétection, 2018.

H. Sportouche, J.-M. Nicolas and F. Tupin, Mimic Capacity Of Fisher And Generalized Gamma Distributions For High Resolution SAR Image Statistical Modeling, IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, December 2017, vol. 10, n° 12, pp. 5724 - 5735 [PDF] [hal-01860201].

G. Terrasse, J.-M. Nicolas, E. Trouvé and É. Drouet, Application of the curvelet transform for clutter and noise removal in GPR data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, December 2017, vol. 10, n° 10, pp. 4280-4294.

F. Weissgerber, E. Colin Koeninger, J.-M. Nicolas and N. Trouvé, 3D Monitoring of Buildings Using TerraSAR-X InSAR, DInSAR and PolSAR Capacities , Remote Sensing, September 2017, vol. 9, n° 10, pp. 1010.

Q. Hoarau, G. Ginholac, A. Atto and J. M. Nicolas, Robust Adaptive Detection of Buried Pipes using GPR, Signal Processing, March 2017, vol. 132, pp. 293-305.

S. Lobry, L. Denis, W. Zhao et F. Tupin, Décomposition de séries temporelles d'images SAR pour la détection de changements, Traitement du signal, 2017.

Ch.-A. Deledalle, L. Denis, S. Tabti and F. Tupin, MuLoG, or How to apply Gaussian denoisers to multi-channel SAR speckle reduction?, IEEE Transactions on Image Processing, 2017, vol. 26, n° 9, pp. 4389-4403 [PDF].

F. Weissgerber, E. Colin Koeninger, N. Trouvé and J. M. Nicolas, A Temporal Estimation of Entropy and Its Comparison With Spatial Estimations on PolSAR Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , August 2016, vol. 9, n° 8, pp. 3809 - 3820.

T. Perciano, F. Tupin, R. Hirata and R. M. Cesar, A Two-level Markov Random Field for Road Network Extraction and its Application with Optical, SAR and Multitemporal Data, International Journal of Remote Sensing, July 2016, vol. 37, n° 16 [PDF].

A. Atto, E. Trouvé, J. M. Nicolas and Th. T. Lê, Wavelet Operators and Multiplicative Observation Models - Application to Change-Enhanced Regularization of SAR Image Time Series, IEEE Transactions on Geoscience and Remote Sensing, July 2016, vol. 54, n° 11, pp. 6606 - 6624 [DOI 10.1109/TGRS.2016.2587626].

S. Lobry, L. Denis and F. Tupin, Multi-temporal SAR image decomposition into strong scatterers, background, and speckle, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2016, vol. 9, n° 8, pp. 3419 - 3429 [PDF] [hal-01431646].

S. Réjichi, F. Chaabane and F. Tupin, Expert Knowledge-Based Method for Satellite Image Time Series Analysis and Interpretation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2015, vol. 8, n° 5, pp. 2138 - 2150 .

J.-B. Poisson, H. Oriot and F. Tupin, Ground Moving Target Trajectory Reconstruction in Single-Channel Circular SAR, IEEE Transactions on Geoscience and Remote Sensing, April 2015 [PDF].

X. Su, Ch.-A. Deledalle, F. Tupin and H. Sun, NORCAMA: Change analysis in SAR time series by likelihood ratio change matrix clustering, ISPRS Journal of Photogrammetry and Remote Sensing, March 2015, vol. 101, pp. 247-261 [PDF] [hal-01185740].

F. Dellinger, J. Delon, Y. Gousseau, J. Michel and F. Tupin, SAR-SIFT: a SIFT-like algorithm for SAR images, IEEE Transactions on Geoscience and Remote Sensing , January 2015 [PDF].

Ch.-A. Deledalle, L. Denis, F. Tupin, A. Reigber and M. Jäger, NL-SAR: a unified Non-Local framework for resolution-preserving (Pol)(In)SAR denoising, IEEE Transactions on Geoscience and Remote Sensing, 2015, vol. 53, n° 4, pp. 2021-2038 [PDF].

Th. T. Lê, A. Atto, E. Trouvé and J. M. Nicolas, Adaptive Multitemporal SAR Image Filtering Based on the Change Detection Matrix , IEEE Geoscience and Remote Sensing Letters, October 2014, vol. 11, n° 10, pp. 1826-1830.

F. Ponton, E. Trouvé, M. Gay, A. Walpersdorf, R. Fallourd, J. M. Nicolas, F. Vernier and J.-L. Mugnier, Observation of the Argentière Glacier Flow Variability from 2009 to 2011 by TerraSAR-X and GPS Displacement Measurements , IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, October 2014, vol. 7, n° 8, pp. 3274-3284.

G. Quin, B. Pinel-Puysegur, J. M. Nicolas and Ph. Loreaux, MIMOSA: An Automatic Change Detection Method for SAR Time Series , IEEE Transactions on geoscience and Remote Sensing , September 2014, vol. 52, n° 9, pp. 5349-5363 [PDF].

Ch.-A. Deledalle, L. Denis, G. Poggi, F. Tupin and L. Verdoliva, Exploiting Patch Similarity for SAR Image Processing, IEEE Signal Processing Magazine, July 2014 [PDF].

X. Su, Ch.-A. Deledalle, F. Tupin and H. Sun, Two-Step Multitemporal Nonlocal Means for Synthetic Aperture Radar Images, IEEE Transactions on Geoscience and Remote Sensing, March 2014 [PDF].

D. Benboudjema and F. Tupin, Markovian modelling and Fisher distribution for unsupervised segmentation of radar images, International Journal of Remote Sensing, June 2013 [PDF].

A. Shabou, J. Darbon and F. Tupin, Multilabel partition moves for MRF optimization, Image and Vision Computing, January 2013, vol. 31, pp. 14-30 [PDF].

A. Shabou and F. Tupin, A Markovian Approach for DEM estimation from multiple InSAR data with atmospheric contributions , IEEE Geoscience and Remote Sensing Letters , July 2012, vol. 9, n° 4, pp. 764-768 [PDF].

E. Trouvé, J. M. Nicolas, L. Ferro-Famil, M. Gay, V. Pinel, M. P. Doin, N. Méger, C. Lasserre, G. Mauris, F. Vernier, R. Fallourd, Y. Yan, O. Harant et R. Jolivet, EFIDIR : extraction et fusion d'informations pour la mesure de déplacements par imagerie radar, Traitement du signal, Avril 2012, vol. 28, n° 3/4, pp. 375-416.

Y. Yan, M. P. Doin, P. Lopez Quiroz, F. Tupin, B. Fruneau and E. Trouvé, Mexico City subsidence measured by InSAR time series: Joint analysis using PS and SBAS approaches, IEEE-JSTARS, February 2012 [PDF].

Ch.-A. Deledalle, L. Denis and F. Tupin, How to compare noisy patches? Patch similarity beyond Gaussian noise, International Journal of Computer Vision, February 2012 [PDF] [DOI DOI 10.1007/s11263-012-0519-6].

H. Sportouche, F. Tupin and L. Denise, Extraction and 3D Reconstruction of Isolated Buildings in Urban Scenes from High-Resolution Optical and SAR Spaceborne Images, IEEE Transactions on Geoscience and Remote Sensing, October 2011 [PDF].

R. Fallourd, O. Harant, E. Trouvé, J. M. Nicolas, M. Gay, A. Walpersdorf, L. Bombrun, G. Vasile, N. Cotte, F. Vernier, F. Tupin, L. Moreau and Ph. Bolon, Monitoring Temperate Glacier Displacement by Multi-Temporal TerraSAR-X Images and Continuous GPS Measurements, IEEE Journal Of Selected Topics In Applied Earth Observations And Remote Sensing, June 2011, vol. 4, n° 2, pp. 372-386 [PDF].

Ch.-A. Deledalle, L. Denis and F. Tupin, NL-InSAR: Nonlocal Interferogram Estimation, IEEE Transactions on Geoscience and Remote Sensing, March 2011, vol. PP, n° 99 [PDF] [DOI 10.1109/TGRS.2010.2076376].

F. Tupin, How advanced image processing helps for SAR image restoration and analysis , IEEE Geoscience and Remote Sensing Newsletter, March 2011, n° 158, pp. 10-17 [PDF].

A. Shabou, F. Tupin and J. Darbon, A Markovian Approach for InSAR Phase Reconstruction with Mixed Discrete and Continuous Optimization, IEEE Geoscience and Remote Sensing Letters, 2011, vol. 3, n° 8, pp. 527 - 531 [PDF].

Y. Wang, F. Tupin and Ch. Han, Building detection from high-resolution PolSAR data at the rectangle level by combining region and edge information, Pattern Recognition Letters, July 2010 [PDF].

Y. Wang, Ch. Han and F. Tupin, PolSAR Data Segmentation by Combining Tensor space cluster analysis and Markovian framework, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 210 - 214 [PDF].

Ch.-A. Deledalle, L. Denis and F. Tupin, Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights, IEEE Transactions on Image Processing, December 2009, vol. 18, n° 12 [PDF] [DOI 10.1109/TIP.2009.2029593].

L. Denis, F. Tupin, J. Darbon and M. Sigelle, Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3D reconstruction, IEEE Transactions on Geoscience and Remote Sensing, November 2009, vol. 47, n° 11, pp. 3774 - 3785 [PDF].

F. Galland, J. M. Nicolas, H. Sportouche, M. Roche, F. Tupin and P. Réfrégier, Unsupervised Synthetic Aperture Radar image partitioning using Fisher distributions, IEEE Transactions on Geoscience and Remote Sensing, August 2009, vol. 47, n° 8 [PDF].

G. Ferraioli, A. Shabou, F. Tupin and V. Pascazio, Multichannel phase unwrapping with Graph-cuts, Geoscience and Remote Sensing Letters, May 2009, vol. 6, n° 3, pp. 562 - 566 [PDF].

L. Denis, F. Tupin, J. Darbon and M. Sigelle, SAR Image Regularization with Fast Approximate Discrete Minimization, IEEE Transactions on Image Processing, 2009, vol. 18, n° 7, pp. 1588-1600 [PDF] [DOI 10.1109/TIP.2009.2019302].

P. Lopez Quiroz, M. P. Doin, F. Tupin, P. Briole and J. M. Nicolas, Time series analysis of Mexico city subsidence constrained by radar interferometry, Journal of Applied Geophysics, 2009.

L. Denis, F. Tupin, J. Darbon et M. Sigelle, Filtrage conjoint de la phase interférométrique et de l'amplitude en imagerie radar par champs de Markov et coupes minimales, Traitement du Signal, 2009 [PDF].

A. Ghaleb, L. Vignaud and J. M. Nicolas, Micro-Doppler analysis of wheels and pedestrians in ISAR imaging, IET Signal Processing, September 2008, vol. 2, n° 3, pp. 301-311 [DOI 10.1049/iet-spr:20070113].

P. Gamba, F. Tupin and Q. Weng, Foreword to the special issue on Remote Sensing of Human Settlements: Status and Challenges, IEEE JSTAR Journal of Selected Topics in Applied Earth Observations and Remote Sensing, August 2008, vol. 1, n° 2, pp. 82-86.

G. Vasile, E. Trouvé, I. Petillot, Ph. Bolon, J. M. Nicolas, M. Gay, J. Chanussot, T. Landes, P. Grussenmeyer, V. Buzuloiu, I. Hajnsek, C. Andres, M. Keller and R. Horn, High resolution SAR interferometry: estimation of local frequencies in the context of Alpine glaciers, IEEE Transactions on Geoscience and Remote Sensing, April 2008, vol. 46, n° 4, pp. 1079-1090 [DOI 10.1109/TGRS.2007.912713].

F. Chaabane, A. Avallone, F. Tupin, P. Briole and H. Maître, Multitemporal correction of tropospheric effects in differential SAR interferometry, IEEE Transactions on Geoscience and Remote Sensing, June 2007, vol. 45, n° 6, pp. 1605-1615 [PDF].

E. Trouvé, G. Vasile, M. Gay, L. Bombrun, P. Grussenmeyer, T. Landes, J. M. Nicolas, P. Bolon, I. Petillot, A. Julea, L. Valet, J. Chanussot and M. Koehl, Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits, IEEE Transactions on Geoscience and Remote Sensing, April 2007, vol. 45, n° 4, pp. 905-924 [DOI 10.1109/TGRS.2006.890554].

J. M. Nicolas, G. Vasile, M. Gay, F. Tupin and E. Trouvé, SAR processing in the temporal domain : application to direct interferogram generation and mountain glacier monitoring, Canadian Journal of Remote Sensing, February 2007, vol. 33, n° 1, pp. 52-29.

C. Tison, F. Tupin and H. Maître, A fusion scheme for joint retrieval of urban height map and classification from high resolution interferometric SAR images, IEEE Transactions on Geoscience and remote Sensing, February 2007, vol. 45, n° 2, pp. 495-505 [PDF] [hal-00479786].

M. Negri, P. Gamba, G. Lisini and F. Tupin, Junction-Aware Extraction and Regularization of Road Networks in SAR Images, IEEE Transactions on Geoscience and Remote Sensing, October 2006, vol. 44, n° 10, part 2, pp. 2962 - 2971 [PDF] [DOI 10.1109/TGRS.2006.877289].

R. Abdelfattah and J. M. Nicolas, Interferometric SAR coherence magnitude estimation using second kind statistics, IEEE Transactions on Geoscience and Remote Sensing, July 2006, vol. 44, n° 7 part 2, pp. 1942- 1953 [DOI 10.1109/TGRS.2006.870440].

G. Lisini, C. Tison, F. Tupin and P. Gamba, Feature fusion to improve road network extraction in high-resolution SAR images, IEEE Geoscience and Remote Sensing Letters, April 2006, vol. 3, n° 2, pp. 217-221 [PDF] [DOI 10.1109/LGRS.2005.862526].

F. Tupin and M. Roux, Markov Random Field on Region Adjacency Graphs for the fusion of SAR and optical data in radargrammetric applications, IEEE Transactions on Geoscience and Remote Sensing, August 2005, vol. 43, n° 8, pp. 1920-1928 [DOI 10.1109/TGRS.2005.852080].

C. Tison, J. M. Nicolas, F. Tupin and H. Maître, A new statistical model for Markovian classification of urban areas in high-resolution SAR images, IEEE Transactions on Geoscience and Remote Sensing (IGARSS'03 special issue), October 2004, vol. 42, n° 10, pp. 2046-2057 [hal-00556167] [DOI 10.1109/TGRS.2004.834630].

C. Tison, F. Tupin et H. Maître, Un premier pas vers l'extraction de MNS urbains en interférométrie ROS à haute résolution par fusion de détecteurs, Revue Française de Photogrammétrie et de Télédetection, Octobre 2004, n° 176, pp. 3-13 [PDF] [hal-00556794].

F. Bujor, E. Trouvé, J. M. Nicolas and J.-P. Rudant, Application of Log-cumulants to the detection of spatitemporal discontinuities in multitemporal SAR images, IEEE Trans on Geoscience and Remote Sensing, October 2004, vol. 42, n° 10, pp. 2073-2094 [DOI 10.1109/TGRS.2004.835304].

F. Chaabane, A. Avallone, F. Tupin et H. Maître, Méthode de correction des effets troposphériques en interférométrie différentielle multidate, Bulletin SFPT, Décembre 2003, n° 2, pp. 3-13.

F. Tupin and M. Roux, Detection of building outlines based on the fusion of SAR and optical features, ISPRS Journal of Photogrammetry and Remote Sensing, June 2003, vol. 58, n° 1-2, pp. 71-82 [DOI 10.1016/S0924-2716(03)00018-2].

R. Fjortoft, Y. Delignon, W. Pieczynski, M. Sigelle and F. Tupin, Unsupervised segmentation of radar images using hidden Markov chains and hidden Markov random fields, IEEE Transactions on Geoscience and Remote Sensing, March 2003, pp. 675-686.

F. Tupin, B. Houshmand and M. Datcu, Road detection in dense urban areas using SAR imagery and the usefulness of multiple views, IEEE Transactions on Geoscience and Remote Sensing, November 2002, vol. 40, n° 11, pp. 2405-2414 [PDF].

R. Abdelfattah and J. M. Nicolas, Topographic SAR interferometry formulation for high-precision DEM generation, IEEE Transactions on Geoscience and Remote Sensing, November 2002, vol. 40, n° 11, pp. 2415-2426.

F. Tupin, D?veloppement d'une approche figurale pour la radargramm?trie haute r?solution en zone urbaine, Bulletin de la SFPT, Février 2002, n° 166, pp. 64-71.

J. M. Nicolas, Introduction aux statistiques de deuxieme espece : applications des log-moments et des log-cumulants a l'analyse des lois d'image radar, Traitement du signal, 2002, vol. 19, n° 3, pp. 139-167.

F. Tupin, I. Bloch and H. Maître, A First Step Towards Automatic Interpretation of SAR Images using Evidential Fusion of Several Structure Detectors, IEEE Transactions on Geoscience and Remote Sensing, 1999, vol. 37, n° 3, pp. 1327-1343 [PDF].