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| 2012 | ||
|---|---|---|
| 90 | Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jon Atli Benediktsson: Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles. IEEE Geosci. Remote Sensing Lett. 9(3): 447-451 (2012) | |
| 89 | Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jon Atli Benediktsson: Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach. IEEE Transactions on Image Processing 21(4): 2008-2021 (2012) | |
| 88 | Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: A spatial-spectral kernel-based approach for the classification of remote-sensing images. Pattern Recognition 45(1): 381-392 (2012) | |
| 87 | Jon Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon: Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View]. Proceedings of the IEEE 100(6): 1907-1910 (2012) | |
| 2011 | ||
| 86 | Yuliya Tarabalka, James C. Tilton, Jon Atli Benediktsson, Jocelyn Chanussot: Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery. ICASSP 2011: 1089-1092 | |
| 85 | Florin-Marian Birleanu, Cornel Ioana, Alexandru Serbanescu, Jocelyn Chanussot: A time-distributed phase space histogram for detecting transient signals. ICASSP 2011: 3844-3847 | |
| 84 | Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jon Atli Benediktsson: A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images. ICIP 2011: 1265-1268 | |
| 83 | Silvia Valero, Philippe Salembier, Jocelyn Chanussot: Hyperspectral image segmentation using Binary Partition Trees. ICIP 2011: 1273-1276 | |
| 82 | Fabio Pacifici, Jocelyn Chanussot, Qian Du: 2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions. IGARSS 2011: 1163-1166 | |
| 81 | Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jon Atli Benediktsson: Urban area product simulation for the EnMap hyperspectral sensor. IGARSS 2011: 1259-1262 | |
| 80 | Bin Luo, Chenghai Yang, Jocelyn Chanussot: Linear unmixing of multidate hyperspectral imagery for crop yield estimation. IGARSS 2011: 1573-1576 | |
| 79 | Giorgio Licciardi, Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat, Christian Jutten: Fusion of Hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. IGARSS 2011: 1783-1786 | |
| 78 | Silvia Valero, Philippe Salembier, Jocelyn Chanussot, Carles M. Cuadras: Improved Binary Partition Tree construction for hyperspectral images: Application to object detection. IGARSS 2011: 2515-2518 | |
| 77 | Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson: Mahalanobis kernel based on probabilistic principal component. IGARSS 2011: 3907-3910 | |
| 76 | Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten: Unsupervised classification and spectral unmixing for sub-pixel labelling. IGARSS 2011: 71-74 | |
| 75 | Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero: Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. ISMM 2011: 306-319 | |
| 74 | Mauro Dalla Mura, Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone: Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis. IEEE Geosci. Remote Sensing Lett. 8(3): 542-546 (2011) | |
| 73 | Jean-Matthieu Monnet, Jocelyn Chanussot, Frédéric Berger: Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning. IEEE Geosci. Remote Sensing Lett. 8(3): 580-584 (2011) | |
| 72 | Xavier Ceamanos, Sylvain Douté, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, Jocelyn Chanussot: Intercomparison and Validation of Techniques for Spectral Unmixing of Hyperspectral Images: A Planetary Case Study. IEEE T. Geoscience and Remote Sensing 49(11): 4341-4358 (2011) | |
| 71 | Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Christian Jutten: Hyperspectral Image Classification With Independent Component Discriminant Analysis. IEEE T. Geoscience and Remote Sensing 49(12): 4865-4876 (2011) | |
| 70 | Gustavo Camps-Valls, Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot: Introduction to the Issue on Advances in Remote Sensing Image Processing. J. Sel. Topics Signal Processing 5(3): 365-369 (2011) | |
| 69 | Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten: Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution. J. Sel. Topics Signal Processing 5(3): 521-533 (2011) | |
| 68 | Jocelyn Chanussot, Christian Jutten: Special Issue on Machine Learning for Signal Processing. Signal Processing Systems 65(3): 287-288 (2011) | |
| 67 | Bin Luo, Jocelyn Chanussot: Supervised Hyperspectral Image Classification Based on Spectral Unmixing and Geometrical Features. Signal Processing Systems 65(3): 457-468 (2011) | |
| 2010 | ||
| 66 | Bin Luo, Jocelyn Chanussot: Geometrical features for the classification of very high resolution multispectral remote-sensing images. ICIP 2010: 1045-1048 | |
| 65 | Bin Luo, Muhammad Murtaza Khan, Thibaut Bienvenu, Jocelyn Chanussot: Pansharpening with a decision fusion based on the local size information. ICIP 2010: 1977-1980 | |
| 64 | Silvia Valero, Philippe Salembier, Jocelyn Chanussot: Comparison of merging orders and pruning strategies for Binary Partition Tree in hyperspectral data. ICIP 2010: 2565-2568 | |
| 63 | Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, James C. Tilton: A multiple classifier approach for spectral-spatial classification of hyperspectral data. IGARSS 2010: 1410-1413 | |
| 62 | Bin Luo, Chenghai Yang, Jocelyn Chanussot: Unsupervised linear unmixing of hyperspectral image for crop yield estimation. IGARSS 2010: 185-188 | |
| 61 | Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten: Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. IGARSS 2010: 2003-2006 | |
| 60 | Jean-Matthieu Monnet, Frédéric Berger, Jocelyn Chanussot: Support vector machines regression for estimation of forest parameters from airborne laser scanning data. IGARSS 2010: 2711-2714 | |
| 59 | Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson: Mahalanobis kernel for the classification of hyperspectral images. IGARSS 2010: 3724-3727 | |
| 58 | Silvia Valero, Philippe Salembier, Jocelyn Chanussot: New hyperspectral data representation using binary partition tree. IGARSS 2010: 80-83 | |
| 57 | Jocelyn Chanussot, Melba M. Crawford, Bor-Chen Kuo: Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE T. Geoscience and Remote Sensing 48(11): 3871-3876 (2010) | |
| 56 | Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, James C. Tilton: Multiple Spectral-Spatial Classification Approach for Hyperspectral Data. IEEE T. Geoscience and Remote Sensing 48(11): 4122-4132 (2010) | |
| 55 | Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson: Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(5): 1267-1279 (2010) | |
| 54 | Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson: Segmentation and classification of hyperspectral images using watershed transformation. Pattern Recognition 43(7): 2367-2379 (2010) | |
| 53 | Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot, Björn Waske: Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. Pattern Recognition Letters 31(10): 1120-1127 (2010) | |
| 2009 | ||
| 52 | Bertrand Gottin, Irena Orovic, Cornel Ioana, Srdjan Stankovic, Jocelyn Chanussot: Signal characterization using generalized "Time-phase derivatives" representation. ICASSP 2009: 3001-3004 | |
| 51 | Muhammad Murtaza Khan, Jocelyn Chanussot, Luciano Alparone: Pansharpening of Hyperspectral images using spatial distortion optimization. ICIP 2009: 2853-2856 | |
| 50 | Bin Luo, Jocelyn Chanussot, Sylvain Douté: Unsupervised endmember extraction: Application to hyperspectral images from Mars. ICIP 2009: 2869-2872 | |
| 49 | Bin Luo, Jocelyn Chanussot: Unsupervised classification of hyperspectral images by using linear unmixing algorithm. ICIP 2009: 2877-2880 | |
| 48 | Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot, Björn Waske: Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. ICIP 2009: 3725-3728 | |
| 47 | Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile. IGARSS (2) 2009: 843-846 | |
| 46 | Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson: Classification based Marker Selection for Watershed Transform of Hyperspectral Images. IGARSS (3) 2009: 105-108 | |
| 45 | Santiago Velasco-Forero, Jesús Angulo, Jocelyn Chanussot: Morphological Image Distances for Hyperspectral Dimensionality Exploration using Kernel-PCA and ISOMAP. IGARSS (3) 2009: 109-112 | |
| 44 | Jesús Angulo, Santiago Velasco-Forero, Jocelyn Chanussot: Multiscale Stochastic Watershed for Unsupervised Hyperspectral Image Segmentation. IGARSS (3) 2009: 93-96 | |
| 43 | Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jon Atli Benediktsson, Saïd Moussaoui: On the Use of ICA for Hyperspectral Image Analysis. IGARSS (4) 2009: 97-100 | |
| 42 | Xavier Ceamanos, Björn Waske, Jon Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson: Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data. MCS 2009: 62-71 | |
| 41 | Bertrand Cecil Olivier Gottin, Cornel Ioana, Jocelyn Chanussot, Guy D'Urso, Thierry Espilit: Detection and Localization of Transient Sources: Comparative Study of Complex-Lag Distribution Concept Versus Wavelets and Spectrogram-Based Methods. EURASIP J. Adv. Sig. Proc. 2009: (2009) | |
| 40 | Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas. EURASIP J. Adv. Sig. Proc. 2009: (2009) | |
| 39 | Giorgio Licciardi, Fabio Pacifici, Devis Tuia, Saurabh Prasad, Terrance West, Ferdinando Giacco, Christian Thiel, Jordi Inglada, Emmanuel Christophe, Jocelyn Chanussot, Paolo Gamba: Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest. IEEE T. Geoscience and Remote Sensing 47(11): 3857-3865 (2009) | |
| 38 | Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot: Pansharpening Quality Assessment Using the Modulation Transfer Functions of Instruments. IEEE T. Geoscience and Remote Sensing 47(11): 3880-3891 (2009) | |
| 37 | Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot: Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques. IEEE T. Geoscience and Remote Sensing 47(8-2): 2973-2987 (2009) | |
| 2008 | ||
| 36 | Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel. ICIP 2008: 1884-1887 | |
| 35 | Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot: Speeding up Support Vector Machine (SVM) image classification by a kernel series expansion. ICIP 2008: 865-868 | |
| 34 | Jon Atli Benediktsson, Xavier Ceamanos, Björn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel: Ensemble Methods for Classification of Hyperspectral Data. IGARSS (1) 2008: 62-65 | |
| 33 | Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot: On the Use of a New Additive Kernel for Change Detection using SVM. IGARSS (3) 2008: 162-165 | |
| 32 | Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson, Jesús Angulo, Mathieu Fauvel: Segmentation and Classification of Hyperspectral Data using Watershed. IGARSS (3) 2008: 652-655 | |
| 31 | Silvia Valero, Jocelyn Chanussot, Philippe Gueguen: Classification of basic roof types based on VHR optical data and digital elevation model. IGARSS (4) 2008: 149-152 | |
| 30 | Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jon Atli Benediktsson: Gradient Optimization for multiple kernel's parameters in support vector machines classification. IGARSS (4) 2008: 224-227 | |
| 29 | Tarek Habib, Jordi Inglada, Grégoire Mercier, Jocelyn Chanussot: Assessment of Feature Selection Techniques for Support Vector Machine Classification of Satellite Imagery. IGARSS (4) 2008: 85-88 | |
| 28 | Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot: Pansharpening Quality Assessment using Modulation Transfer Function Filters. IGARSS (5) 2008: 61-64 | |
| 27 | Muhammad Murtaza Khan, Luciano Alparone, Jocelyn Chanussot: QNR Optimization based Pansharpening. IGARSS (5) 2008: 73-76 | |
| 26 | Frédéric Maussang, Michèle Rombaut, Jocelyn Chanussot, Alain Hétet, Maud Amate: Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging. EURASIP J. Adv. Sig. Proc. 2008: (2008) | |
| 25 | Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson: Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. IEEE T. Geoscience and Remote Sensing 46(11): 3804-3814 (2008) | |
| 24 | Gabriel Vasile, Emmanuel Trouvé, Ivan Pétillot, Philippe Bolon, Jean-Marie Nicolas, Michel Gay, Jocelyn Chanussot, Tania Landes, Pierre Grussenmeyer, Vasile Buzuloiu, Irena Hajnsek, Christian Andres, Martin Keller, Ralf Horn: High-Resolution SAR Interferometry: Estimation of Local Frequencies in the Context of Alpine Glaciers. IEEE T. Geoscience and Remote Sensing 46(4): 1079-1090 (2008) | |
| 23 | Paolo Gamba, Jocelyn Chanussot: Foreword to the Special Issue on Data Fusion. IEEE T. Geoscience and Remote Sensing 46(5): 1283-1288 (2008) | |
| 22 | Claire Thomas, Thierry Ranchin, Lucien Wald, Jocelyn Chanussot: Synthesis of Multispectral Images to High Spatial Resolution: A Critical Review of Fusion Methods Based on Remote Sensing Physics. IEEE T. Geoscience and Remote Sensing 46(5): 1301-1312 (2008) | |
| 21 | Yann Le Meur, Jean-Michel Vignolle, Jocelyn Chanussot: Practical use of receiver operating characteristic analysis to assess the performances of defect detection algorithms. J. Electronic Imaging 17(3): 031104 (2008) | |
| 20 | Saïd Moussaoui, Hafrun Hauksdóttir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, David Brie, Sylvain Douté, Jon Atli Benediktsson: On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation. Neurocomputing 71(10-12): 2194-2208 (2008) | |
| 2007 | ||
| 19 | Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: A joint spatial and spectral SVM's classification of panchromatic images. IGARSS 2007: 1497-1500 | |
| 18 | Tarek Habib, Jocelyn Chanussot, Jordi Inglada, Grégoire Mercier: Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases. IGARSS 2007: 2593-2596 | |
| 17 | Muhammad Murtaza Khan, Jocelyn Chanussot, Annick Montanvert, Laurent Condat: Pan-sharpening using induction. IGARSS 2007: 314-317 | |
| 16 | Pascal Sirguey, Renaud Mathieu, Yves Arnaud, Muhammad Murtaza Khan, Jocelyn Chanussot: Improved resolution for the detection of snow with MODIS using wavelet fusion. IGARSS 2007: 3975-3978 | |
| 15 | Antonio J. Plaza, Andreas Mueller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovsky, José Bioucas, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jon Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski: HYPER-I-NET: European research network on hyperspectral imaging. IGARSS 2007: 4790-4793 | |
| 14 | Paolo Gamba, Antonio J. Plaza, Jon Atli Benediktsson, Jocelyn Chanussot: European perspectives in hyperspectral data analysis. IGARSS 2007: 4794-4797 | |
| 13 | Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson, Johannes R. Sveinsson: Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles. IGARSS 2007: 4834-4837 | |
| 12 | Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel: Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments. MCS 2007: 501-512 | |
| 11 | Frédéric Maussang, Jocelyn Chanussot, Alain Hétet, Maud Amate: Higher-Order Statistics for the Detection of Small Objects in a Noisy Background Application on Sonar Imaging. EURASIP J. Adv. Sig. Proc. 2007: (2007) | |
| 10 | Luciano Alparone, Lucien Wald, Jocelyn Chanussot, Claire Thomas, Paolo Gamba, Lori Mann Bruce: Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest. IEEE T. Geoscience and Remote Sensing 45(10): 3012-3021 (2007) | |
| 9 | Emmanuel Trouvé, Gabriel Vasile, Michel Gay, Lionel Bombrun, Pierre Grussenmeyer, Tania Landes, Jean-Marie Nicolas, Philippe Bolon, Ivan Pétillot, Andreea Julea, Lionel Valet, Jocelyn Chanussot, Mathieu Koehl: Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits. IEEE T. Geoscience and Remote Sensing 45(4): 905-924 (2007) | |
| 2006 | ||
| 8 | Antonio J. Plaza, Jon Atli Benediktsson, Joseph W. Boardman, J. Brazile, Lorenzo Bruzzone, G. Camps-Vails, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni: Advanced Processing of Hyperspectral Images. IGARSS 2006: 1974-1978 | |
| 7 | Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Decision Fusion for the Classification of Urban Remote Sensing Images. IEEE T. Geoscience and Remote Sensing 44(10-1): 2828-2838 (2006) | |
| 6 | Antoine Roueff, Jocelyn Chanussot, Jérôme I. Mars: Estimation of polarization parameters using time-frequency representations and its application to waves separation. Signal Processing 86(12): 3714-3731 (2006) | |
| 2005 | ||
| 5 | Jocelyn Chanussot, Ingela Nyström, Natasa Sladoje: Shape signatures of fuzzy star-shaped sets based on distance from the centroid. Pattern Recognition Letters 26(6): 735-746 (2005) | |
| 2004 | ||
| 4 | Jocelyn Chanussot: Order filter with progressively decimated filtering window: application to colour image enhancement. ICIP 2004: 255-258 | |
| 1999 | ||
| 3 | Jocelyn Chanussot, Michel Paindavoine, Patrick Lambert: Real Time Vector Median Like Filter FPGA Design and Application to Color Image Filtering. ICIP (2) 1999: 414-418 | |
| 2 | Philippe Bolon, Jocelyn Chanussot, Imad Issa, Patrick Lambert: Comparison of Prefiltering Operators for Road Network Extraction in Sar Images. ICIP (2) 1999: 924-928 | |
| 1 | Jocelyn Chanussot, Patrick Lambert: Watershed approaches for color image segmentation. NSIP 1999: 129-133 | |
Colors in the list of coauthors
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