CHANUSSOT
Jocelyn
Professor, Grenoble Institute of Technology
Publications


Edited Books


[2] Optical remote sensing - Advances in Signal Processing and Exploitation techniques
S. Prasad, L.M. Bruce and J. Chanussot
Springer, Germany, to appear in 2011
[1]
Multivariate image processing
Ch. Collet, J. Chanussot and K. Chehdi
ISTE Ltd, UK and  Wiley & Sons, USA, 2010



Book Chapters


[10] Rotation-based ensemble classifiers for high-dimensional data
J. Xia, J. Chanussot, P. Du, X. He
Fusion in computer vision
- Edited by B. Ionescu et al - DOI: 10.1007/978-3-319-05696-8_6 - Springer, 2014
[9] Integration of full and mixed pixel techniques to obtain finer map resolution.
A. Villa, J.A. Benediktsson, J. Chanussot & Ch. Jutten
Signal and Image Processing for Remote Sensing, Second Edition
 - Edited by C.H. Chen - Taylor & Francis, 2012
[8] The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images
M. Dalla Mura, J.A. Benediktsson, J. Chanussot & L. Bruzzone
Optical remote sensing - Advances in Signal Processing and Exploitation techniques
- Edited by S. Prasad, L.M. Bruce and J. Chanussot - Springer, Germany,2011
[7] Color and multivariate images
J. Angulo & J. Chanussot
Mathematical mophology: from theory to applications - Edited by L. Najman & H. Talbot -  ISTE Ltd, UK and  Wiley & Sons, USA, 2010
[6] Machine learning techniques in remote sensing data analysis
B. Waske, M. Fauvel,  J.A. Benediktsson & J. Chanussot
Kernel Methods for Remote Sensing Data Analysis - Edited by G. Camps-Valls & L. Bruzzone -  Wiley and Sons, 2009
[5] Spectral-spatial classification of hyperspectral images using segmentation-derived adaptive neighborhoods
Y. Tarabalka, J. Chanussot and J.A. Benediktsson
Multivariate image processing - Edited by Ch. Collet, J. Chanussot & K. Chehdi - ISTE Ltd, UK and  Wiley & Sons, USA, 2010
[4] Fusion of satellite images at different resolutions.
M. Khan and J. Chanussot
Multivariate image processing - Edited by Ch. Collet, J. Chanussot & K. Chehdi - ISTE Ltd, UK and  Wiley & Sons, USA, 2010
[3] From Statistical Detection to Decision Fusion: Detection of Underwater Mines in High Resolution SAS Imagese
F. Maussang, J. Chanussot, M. Rombaut & M. Amate
Advances in Sonar Technology - Edited by V. Kordic - I-Tech, 2009
[2] Couleur et morphologie mathématique
J. Angulo & J. Chanussot
Morphologie mathématique 2 : estimation, choix et mise en oeuvre - Edited by L. Najman & H. Talbot - Collection IC2, Hermès, Paris, 2010
[1]
Decision fusion for hyperspectral classification
M. Fauvel, J. Chanussot & J.A. Benediktsson
Hyperspectral data exploitation: theory and application - Edited by C.I. Chang - John Wiley & Sons, New York, 2007



International Journals


2015




[93] On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images
G. Tochon, J.B. Feret, S. Valero, R.E. Martin, D.E. Knapp, Ph. Salembier, J. Chanussot and G.P. Asner
accepted for publication, Remote Sensing of Environment -  Vol. XX n. X, pp XXXX-XXXX, 2015
[92]
Object recognition in hyperspectral images using Binary Partition
S. Valero, Ph. Salembier and J. Chanussot
accepted for publication, Pattern Recognition Letters -  Vol. XX n. X, pp XXXX-XXXX, 2015
[91] Curvelet based Contrast Enhancement in Fluoroscopic Sequences
C. Amiot, C. Girard, J. Chanussot, J. Pescatore and M. Desvignes
accepted for publication, IEEE Transactions on Medical Imaging -  Vol. XX n. X, pp XXXX-XXXX, 2015
[90] A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm
R. Marrero, S. Lopez, G. M. Callico, M. Veganzones, A. Plaza, J. Chanussot and R. Sarmiento
accepted for publication, IEEE Transactions on Geoscience and Remote Sensing Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2015
[89]
A convex formulation for hyperspectral image superresolution via subspace-based regularization
M. Simoes, J. Bioucas-Dias, L. B. Almeida and J. Chanussot
accepted for publication, IEEE Transactions on Geoscience and Remote Sensing Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2015
[88] A physics-based unmixing method to estimate subpixel temperatures on mixed pixels
M. Cubero-Castan, J. Chanussot, V. Achard, X. Briottet and M. Shimoni
accepted for publication, IEEE Transactions on Geoscience and Remote Sensing Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2015
[87] Spectral-spatial classification for hyperspectral data using Rotation Forests with local feature extraction and Markov random fields
J.Xia, J. Chanussot, P. Du and X. He
accepted for publication, IEEE Transactions on Geoscience and Remote Sensing Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2015
[86] A Critical Comparison Among Pansharpening Algorithms
G. Vivone, L. Alparone, J. Chanussot, M. Dalla Mura, A. Garzelli, G. Licciardi, R. Restaino and L. Wald
accepted for publication, IEEE Transactions on Geoscience and Remote Sensing Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2015
[85] Pansharpening Based on Semiblind Deconvolution
G. Vivone, M. Simoes, M. Dalla Mura, R. Restaino, J. Bioucas-Dias, G. Licciardi and J. Chanussot
accepted for publication, IEEE Transactions on Geoscience and Remote Sensing Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2015
[84] Nonlinear PCA for visible and thermal hyperspectral images quality enhancement
G. Licciardi and J. Chanussot
accepted for publication, IEEE Geoscience and Remote Sensing Letters Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2015
[83] Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods
I. Riedel, Ph. Guéguen, M. Dalla Mura, E. Pathier, T. Leduc and J. Chanussot
accepted for publication, Natural Hazards Vol XX n.X, pp XXXX-XXXX, DOI: 10.1007/s11069-014-1538-0 - 2015
2014
[82] New Pansharpening Method Based on Spatial and Spectral Sparsity Priors
X. He, L. Condat, J. Bioucas-Dias, J. Chanussot and J. Xia
accepted for publication, IEEE Transactions on Image Processing -  Vol. XX n. X, pp XXXX-XXXX, 2014
[81] Hyperspectral image segmentation using a new spectral unmixing-based binary partition tree representation.
M. Veganzones, G. Tochon, M. Dalla Mura, A. Plaza and J. Chanussot
accepted for publication, IEEE Transactions on Image Processing -  Vol. XX n. X, pp XXXX-XXXX, 2014
[80] A novel approach to polarimetric SAR data processing based on non-linear PCA
G. Licciardi, R.G. Avezzano, F. Del Frate, G. Schiavon and J. Chanussot
Accepted for publication, Pattern Recognition - Vol XX n.X, pp XXXX-XXXX, 2014
[79] Polarimetric Incoherent Target Decomposition by Means of Independent Component Analysis
N. Besic, G. Vasile, J. Chanussot and S. Stankovic
accepted for publication, IEEE Transactions on Geoscience and Remote Sensing Vol XX n.X, pp XXXX-XXXX, DOI: XXX - 2014
[78]
[pdf]
Nonlinear Unmixing of Hyperspectral Data using Semi-Nonnegative Matrix Factorization
N. Yokoya, J. Chanussot, & A. Iwasaki
IEEE Transactions on Geoscience and Remote Sensing Vol 52 n.2, pp 1430-1437, DOI: 10.1109/TGRS.2013.2251349 - 2014
[77]
[pdf]
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles
B. Song, J. Li, M. Dalla Mura, P. Li, A. Plaza, J.M. Bioucas Dias, J.A. Benediktsson and J. Chanussot
IEEE Transactions on Geoscience and Remote Sensing Vol 52 n.8, pp 5122-5136, DOI: 10.1109/TGRS.2013.2286953 - 2014
[76]
[pdf]
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification
E. Sigurðsson, S. Valero, J.A. Benediktsson, J. Chanussot, H. Talbot, E. Stefánsson 
Accepted for publication, Pattern Recognition Letters - Vol. XX n. XX - pp XXXX-XXXX, 2014
[75] Very short term forecasting of the Global Horizontal Irradiance using a Spatio-temporal Autoregressive Model
R. Dambreville, Ph. Blanc, J. Chanussot and D. Boldo
Accepted for publication, Renewable Energy Vol. XX n. XX - pp XXXX-XXXX, DOI: XXXX , 2014
[74] Multisource Data Fusion and Fisher Criterion Based Nearest Feature Space Approach to Landslide Classification
Y.-L. Chang, Y. Chun Wang, Y.-S. Fu, C.-C. Han, J. Chanussot and B. Huang
Accepted for publication, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 7 n. XX - pp XXXX-XXXX, DOI: XXXX , 2014
[73] Spatio-temporal pattern recognition and nonlinear PCA for global horizontal irradiance forecasting
G. Licciardi, R. Dambreville, J. Chanussot and S. Dubost
accepted for publication, IEEE Geoscience and Remote Sensing Letters -  Vol. XX n. X, pp XXXX-XXXX, 2014
[72] Stochastic Approach in Wet Snow Detection using Multitemporal SAR Data
N. Besic, G. Vasile, J.-P. Dedieu, J. Chanussot and S. Stankovic
accepted for publication, IEEE Geoscience and Remote Sensing Letters -  Vol. XX n. X, pp XXXX-XXXX, 2014
[71] A Pansharpening Method Based on the Sparse Representation of Injected Details
M.R. Vicinanza, R. Restaino, G. Vivone, M. Dalla Mura, J. Chanussot
accepted for publication, IEEE Geoscience and Remote Sensing Letters -  Vol. XX n. X, pp XXXX-XXXX, 2014
[70]
[pdf]
Contrast and error-based fusion schemes for multispectral image pansharpening
G. Vivone, R. Restaino, M. Dalla Mura, G. Licciardi and J. Chanussot
IEEE Geoscience and Remote Sensing Letters Vol. 11 n. 5, pp 930-934, DOI: 10.1109/LGRS.2013.2281996 -  2014
[69]
[pdf]
Hyperspectral Remote Sensing Image Classification based on Rotation Forest
J. Xia, P. Du, X. He &  J. Chanussot
IEEE Geoscience and Remote Sensing Letters Vol. 11 n. 1, pp 239-243, 2014
2013
[68]
[pdf]
Hyperspectral image representation and processing with Binary Partition Trees
S. Valero, Ph. Salembier and J. Chanussot
IEEE Transactions on Image Processing -  Vol. 22 n. 4, pp 1430-1443, 2013
[67]
[pdf]
Unsupervised methods for the classification of hyperspectral images with low spatial resolution
A. Villa, J. Chanussot, J. A. Benediktsson, C. Jutten and R. Dambreville
Pattern Recognition - Vol 46 n.6, pp 1556-1568, 2013
[66]
[pdf]
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data
M. Fauvel, J. Chanussot, J.A. Benediktsson & A. Villa
Pattern Recognition - Vol. 46 n. 3, pp 845-854, 2013
[65]
[pdf]
Crop yield estimation based on unsupervised linear unmixing of multidate hyperspectral imagery
B. Luo, C. Yang, J. Chanussot and L. Zhang
IEEE Transactions on Geoscience and Remote Sensing - Vol. 51, n. 1, pp 162-173, DOI: 10.1109/TGRS.2012.2198826 - 2013
[64]
[pdf]
Processing multidimensional SAR and hyperspectral images with Binary Partition Tree
A. Alonso-Gonzalez, S. Valero, J. Chanussot, C. Lopez-Martinez, & Ph. Salembier
Proceedings of the IEEE - Vol. 101 n.3, pp 723-747 - 2013
[63]
[pdf]
Advances in Spectral-Spatial Classification of Hyperspectral Images
M. Fauvel, Y. Tarabalka, J.A. Benediktsson, J. Chanussot & J. Tilton
Proceedings of the IEEE - Vol. 101 n.3, pp 652-675, 2013
[62]
[pdf]
Using high resolution airborne and satellite imagery to assess crop growth and yield variability for precision agriculture
C. Yang, J. Everitt, Q. Du, B. Luo & J. Chanussot
Proceedings of the IEEE - Vol. 101, n. 3, pp 582-592, DOI : 10.1109/JPROC.2012.2196249 - 2013
[61]
(Semi-) supervised probabilistic principal component analysis for hyperspectral remote sensing image classification
J. Xia et al
Accepted for publication, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
[60]
[pdf]
Detection of hedges in a rural landscape using a local orientation feature: from linear opening to path opening
M. Fauvel, B. Arbelot, J.A. Benediktsson, D. Sheeren & J. Chanussot
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - DOI: 10.1109/JSTARS.2012.2227464 - 2013
[59]
[pdf]
Detection of anomalies produced by buried archeological structures using non linear principal component analysis applied to airborne hyperspectral image
R.M. Cavalli, G. Licciardi & J. Chanussot
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - DOI: 10.1109/JSTARS.2012.2227301 - 2013
[58]
[pdf]
Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images
B. Luo, J. Chanussot,  S. Douté & L. Zhang
IEEE Geoscience and Remote Sensing Letters Vol. 10 n. 1, pp 24-28, DOI: 10.1109/LGRS.2012.2189934 - 2013
[57]
[pdf]
Decision-Based Fusion for Pansharpening of Remote Sensing Images
B. Luo, M. M. Khan, Th. Bienvenu, J. Chanussot & L. Zhang
IEEE Geoscience and Remote Sensing Letters - Vol. 10, n. 1, pp 19-23, DOI: 10.1109/LGRS.2012.2189933 - 2013

2012

[56]
[pdf]
Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View]
Benediktsson, J.A. , Chanussot, J. and Moon, W.M.
Proceedings of the IEEE Vol. 100 n. 6 - pp 1907-1910, DOI: 10.1109/JPROC.2012.2190811  , 2012
[55]
[pdf]
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
J. Bioucas-Dias, A. Plaza, N. Dobigeon, M. Parente, Q. Du, P. Gader and J. Chanussot
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 5 n. 2 - pp 354-379, DOI: 10.1109/JSTARS.2012.2194696 , 2012
[54]
[pdf]
Spectral-Spatial Classification of Hyperspectral Data based on a Stochastic Minimum Spanning Forest Approach
K. Bernard, Y. Tarabalka, J. Angulo, J. Chanussot and J. A. Benediktsson
IEEE Transactions on Image Processing - Vol. 21, n. 4 - pp 2008-2021 DOI: 10.1109/TIP.2011.2175741 , 2012 
[53]
[pdf]
A Spatial-Spectral Kernel Based Approach for the Classification of Remote Sensing Images
M. Fauvel, J. Chanussot and J.A. Benediktsson
Pattern Recognition - Vol. 45  - pp 381-392 DOI: 10.1016/j.patcog.2011.03.035 , 2012
[52]
[pdf]
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction
G. Licciardi, M.M Khan, J. Chanussot, A. Montanvert, L. Condat and Ch. Jutten
EURASIP Journal on Advances in Signal Processing  - Vol. 2012  - Article ID 2012:207, 17 pages, DOI::10.1186/1687-6180-2012-207,  2012
[51]
[pdf]
Efficient robust d-dimensional path operators
F. Cokelaer, H. Talbot and J. Chanussot
IEEE Journal of Selected Topics in Signal Processing -  Vol. 6 n. 7, pp 830-839, DOI: 10.1109/JSTSP.2012.2213578 , 2012
[50]
[pdf]
Distance-based measures of association with applications in relating hyperspectral images
C. M. Cuadras, S. Valero, D. Cuadras, Ph. Salembier and J. Chanussot
Communications in Statistics - Theory and Methods - Vol. 41, n. 13-14 - pp 2342-2355
DOI: 10.1080/03610926.2012.654880,  2012
[49]
[pdf]
Automated detection of rivers in high resolution SAR data
S. Klemenjak, B. Waske, S. Valero & J. Chanussot
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - vol. 5, n. 5, pp 1364-1372, DOI: 10.1109/JSTARS.2012.2189099 , 2012
[48]
[pdf]
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments 
G. Licciardi, A. Villa, M. Dalla Mura, L. Bruzzone, J. Chanussot & J.A. Benediktsson
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Vol. 5, n. 1 - pp 71-79 DOI: 10.1109/JSTARS.2012.2184269 , 2012 
[47]
[pdf]
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009–2010 Data Fusion Contest
N.Longbotham, F. Pacifici, T. Glenn, A. Zare, M. Volpi, D. Tuia, E. Christophe, J. Michel, J. Inglada, J. Chanussot & Q. Du 
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing - Vol. 5, n. 1 - pp 331-342 DOI: 10.1109/JSTARS.2011.2179638 , 2012 
[46]
[pdf]
A Marker-Based Approach for the Atomated Selection of a Single Segmentation from a Hierarchical Set of Image Segmentations
Y. Tarabalka, J. C. Tilton, J. A. Benediktsson and J. Chanussot
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Vol. 5, n. 1 - pp 262-272 DOI: 10.1109/JSTARS.2011.2173466 , 2012
[45]
[pdf]
Linear versus nonlinear PCA for the classification of hyperspectral data based on the extended morphological profiles
G. Licciardi,  P. R. Marpu, J. Chanussot and J.A. Benediktsson
IEEE Geoscience and Remote Sensing Letters - Vol. 9, n. 3 - pp 447-451 DOI: 10.1109/LGRS.2011.2172185 , 2012

2011

[44]
[pdf]
Hyperspectral Image Classification with Independent Component Discriminant Analysis
A. Villa, J.A. Benediktsson, J. Chanussot and C. Jutten
IEEE Transactions on Geoscience and Remote Sensing - Vol. 49, n. 12, Part 1  - pp 4865-4876 DOI: 10.1109/TGRS.2011.2153861 , 2011
[43]
[pdf]
Intercomparison and validation of techniques for spectral unmixing of hyperspectral Images: a planetary case study
X. Ceamanos, S. Douté, B. Luo, F. Schmidt, G. Jouannic and J. Chanussot
IEEE Transactions on Geoscience and Remote Sensing - Vol. 49 ,  n. 11, Part 1, DOI: 10.1109/TGRS.2011.2140377, pp: 4341-4358, 2011
[42] Supervised hyperspecral image classification based on spectral unmixing and geometrical features
B. Luo and J. Chanussot
accepted for publication in the Springer Journal of Signal Processing Systems  (special issue on machine learning in signal processing) -  Vol. X n. X - pp XXX-XXX, DOI: XXX , 2011
[41]
[pdf]
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution
A. Villa, J. Chanussot, J.A. Benediktsson and C. Jutten
IEEE Journal of Selected Topics in Signal Processing -  Vol. 5 n. 3 - pp: 521-535, DOI: 10.1109/JSTSP.2010.2096798 , 2011
[40] Introduction to the Issue on Advances in Remote Sensing Image Processing
G. Camps-Valls, J.A. Benediktsson, L. Bruzzone and J. Chanussot
IEEE Journal of Selected Topics in Signal Processing - Vol. 5, n. 3, pp 365-369 DOI: 10.1109/JSTSP.2011.2142490 , 2011
[39]
[pdf]
Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning
J.-M. Monnet, J. Chanussot and F. Berger
IEEE Geoscience and Remote Sensing LettersVol. 8 n. 3 - pp 580-584, DOI: 10.1109/LGRS.2010.2094179 , 2011
[38]
[pdf]
Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis
M. Dalla Mura, A. Villa, J.A. Benediktsson, J. Chanussot and L. Bruzzone
IEEE Geoscience and Remote Sensing Letters  - Vol. 8 n. 3 - pp 542-546, DOI: 10.1109/LGRS.2010.2091253 , 2011

2010

[37]
[pdf]
Foreword to the special issue on hyperspectral image and signal processing
J. Chanussot, M.M. Crawford and B.-C. Kuo
IEEE Transactions on Geoscience and Remote Sensing - Vol. 48 n. 11 - pp 3871-3876 DOI: 10.1109/TGRS.2010.2085313   , 2010
[36]
[pdf]
Multiple spectral-spatial classification approach for hyperspectral data
Y. Tarabalka, J.A. Benediktsson, J. Chanussot and J. Tilton
IEEE Transactions on Geoscience and Remote Sensing - Vol. 48 n. 11 - pp 4122-4132 DOI: 10.1109/TGRS.2010.2062526 , 2010
[35]
[pdf]
A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data
X. Ceamanos, B. Waske, J.A. Benediktsson, J. Chanussot, M. Fauvel and J.R. Sveinsson
International Journal of Image and Data Fusion - Vol. 1 n. 4 - pp 293-307, DOI: 10.1080/19479832.2010.485935, 2010
[34]
[pdf]
SVM and MRF-Based Method for Accurate Classification of Hyperspectral Images
Y. Tarabalka, M. Fauvel, J. Chanussot and J.A. Benediktsson
IEEE Geoscience and Remote Sensing Letters - Vol. 7 n. 4 - pp 736-740, DOI: 10.1109/LGRS.2010.2047711 , 2010
[33]
[pdf]
Segmentation and classification of hyperspectral images using watershed transformation
Y. Tarabalka, J. Chanussot and J.A. Benediktsson
Pattern Recognition - Vol. 43 n. 7  - pp 2367-2379 DOI: 10.1016/j.patcog.2010.01.016 , 2010
[32]
[pdf]
On the influence of feature reduction for the classification of hyperspectral images based on the extended morphological profile
T. Castaings, B. Waske,  J.A. Benediktsson and J. Chanussot
International Journal of Remote Sensing- Vol. 31 n. 22 - pp 5921-5939, DOI:10.1080/01431161.2010.512313,  2010
[31]
[pdf]
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images
S. Valero, J. Chanussot, J.A. Benediktsson, H. Talbot and B. Waske
Pattern Recognition Letters - Vol. 31 n. 10 - pp 1120-1127, 2010
[30]
[pdf]
Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers.
Y. Tarabalka, J. Chanussot and J.A. Benediktsson
IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics - Vol. 40 n. 5 - pp 1267-1279, DOI: 10.1109/TSMCB.2009.2037132  , 2010

2009

[29]
[pdf]
Pansharpening Quality Assessment Using the Modulation Transfer Functions of Instruments
MM. Khan, L. Alparone and J. Chanussot
IEEE Transactions on Geoscience and Remote Sensing - Vol. 47 n. 11 - pp 3880-3891, DOI: 10.1109/TGRS.2009.2029094 , 2009
[28]
[pdf]
Detection and Localization of Transient Sources : Comparative study of Complex-Lag Distribution concept Vs. Wavelets and Spectrogram-based methods.
B. Gottin, C. Ioana, J. Chanussot, G. D’Urso & T. Espilit 
EURASIP Journal on Advances in Signal Processing - Vol. 2009  - Article ID 864185, 12 pages, doi:10.1155/2009/864185 , 2009
[27]
[pdf]
Decision fusion for the classification of hyperspectral data: Outcome of the 2008 GRS-S Data Fusion Contest
G. Licciardi, F. Pacifici, D. Tuia, S. Prasad, T. West, F. Giacco, Ch. Thiel, J. Inglada, E. Christophe, J. Chanussot and P. Gamba
IEEE Transactions on Geoscience and Remote Sensing - Vol. 47 n. 11 - pp 3857-3865, DOI: 10.1109/TGRS.2009.2029340 , 2009
[26]
[pdf]
Support Vector Reduction in SVM Algorithm for Abrupt Change Detection in Remote Sensing.
T. Habib, J. Inglada, G. Mercier & J. Chanussot
IEEE Geoscience and Remote Sensing Letters - Vol. 6 n. 3 - pp 606-610, DOI: 10.1109/LGRS.2009.2020306 , 2009
[25]
[pdf]
Spectral-spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques.
Y. Tarabalka, J.A. Benediktsson & J. Chanussot 
IEEE Transactions on Geoscience and Remote Sensing - Vol. 47 n. 8 - pp 2973-2987, DOI:10.1109/TGRS.2009.2016214 , 2009
[24]
[pdf]
Kernel principal component analysis for the classification of hyperspectral remote-sensing data over urban areas.
M. Fauvel, J. Chanussot & J.A. Benediktsson 
EURASIP Journal on Advances in Signal Processing - Vol. 2009  - Article ID 783194, 14 pages, doi:10.1155/2009/783194 , 2009
[23]
[pdf]
Recent Advances in Techniques for Hyperspectral Image Processing
A. Plaza, J. A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G. Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, M. Marconcini, J. C. Tilton & G. Trianni
Remote Sensing of Environment - DOI: 10.1016/j.rse.2007.07.028 , 2009

2008

[22]
[pdf]
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles
M. Fauvel, J.A. Benediktsson, J. Chanussot & J.R. Sveinsson
IEEE Transactions on Geoscience and Remote Sensing - Vol. 46 n. 11 - pp 3804-38014, DOI: 10.1109/TGRS.2008.922034 , 2008
[21]
[pdf]
Fusion of local statistical parameters for buried underwater mine detection in sonar imaging
F. Maussang, M. Rombaut, J. Chanussot, A. Hétet & M. Amate
EURASIP Journal on Advances in Signal Processing - Volume 2008, Article ID 876092, 19 pages, doi:10.1155/2008/876092 , 2008
[20]
[pdf]
Practical use of receiver operating characteristic analysis to assess the performances of defect detection algorithms
Y. Le Meur, J.M. Vignolle & J. Chanussot
SPIE Journal of Electronic Imaging - vol. 17 n. 3, DOI: 10.1117/12.807854 , 2008
[19]
[pdf]
Urban mapping using coarse SAR and optical data: outcome of the 2007 GRSS data fusion contest
F. Pacifici, F. Del Frate, W. J. Emery, P. Gamba & J. Chanussot 
IEEE Geoscience and Remote Sensing Letters - vol. 5 n. 3 - pp 331-335, DOI: 10.1109/LGRS.2008.915939  , 2008
[18]
[pdf]
Foreword to the special issue on data fusion
P. Gamba & J. Chanussot
IEEE Transactions on Geoscience and Remote Sensing - Vol. 46 n. 5 - pp 1283-1288, DOI: 10.1109/TGRS.2008.919761 , 2008
[17]
[pdf]
Synthesis of multispectral images to high spatial resolution: a critical review of fusion methods based on remote sensing physics
C. Thomas, T. Ranchin, L. Wald & J. Chanussot
IEEE Transactions on Geoscience and Remote Sensing - Vol. 46 n. 5 - pp 1301-1312, DOI: 10.1109/TGRS.2007.912448 , 2008
[16]
[pdf]
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation
S. Moussaoui, H. Hauksdottir, F. Schmidt, C. Jutten, J. Chanussot, D. Brie, S. Douté, J.A. Benediktsson
Neurocomputing  - vol 71, pp 2194-2208 - doi:10.1016/j.neucom.2007.07.034 , 2008
[15]
[pdf]
High resolution SAR interferometry: estimation of local frequencies in the context of Alpine glaciers
G. Vasile, E. Trouve, I. Petillot, Ph. Bolon, J.M. Nicolas, M. Gay, J. Chanussot, T. Landes, P. Grussenmeyer, V. Buzuloiu, I. Hajnsek, C. Andres, M. Keller & R. Horn
IEEE Transactions on Geoscience and Remote Sensing - Vol. 46 n. 4 - pp 1079-1090, DOI: 10.1109/TGRS.2007.912713 , 2008
[14]
[pdf]
Indusion : Fusion of Multispectral and Panchromatic Images Using Induction Scaling Technique
M. Khan, J. Chanussot, L. Condat & A. Montanvert
IEEE Geoscience and Remote Sensing Letters - Vol. 5 n. 1 - pp 98-102, DOI:  10.1109/LGRS.2007.909934 , 2008
[13]
[pdf]
Improving MODIS spatial resolution for snow mapping using wavelet fusion and ARSIS concept 
P. Sirguey, R. Mathieu, Y. Arnaud, M. Khan & J. Chanussot
IEEE Geoscience and Remote Sensing Letters - Vol. 5 n. 1 - pp 78-82, DOI:  10.1109/LGRS.2007.908884 , 2008

2007

[12]
[pdf]
Detection in synthetic aperture sonar imagery using local first and second order statistical properties
F. Maussang, J. Chanussot, A. Hétet & M. Amate
IEEE Journal of Oceanic Engineering - Vol. 32 n. 4 - pp 956-970 , DOI:10.1109/JOE.2007.907936 , 2007
[11]
[pdf]
Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data Fusion Contest
L. Alparone, L. Wald, J. Chanussot, C. Thomas, P. Gamba & L.M. Bruce
IEEE Transactions on Geoscience and Remote Sensing - Vol. 45 n. 10 - pp 3012-3021, DOI: 10.1109/TGRS.2007.904923 , 2007
[10]
[pdf]
Higher Order Statistics for the Detection of Small Objects in a Noisy Background, Application on Sonar Imaging
F. Maussang, J. Chanussot, A. Hétet & M. Amate
EURASIP Journal on Advances in Signal Processing - Vol. 2007  - Article ID 47039, 17 pages, doi:10.1155/2007/47039 - 2007
[9]
[pdf]
Combining airborne photographs and spaceborne SAR data to monitor temperate glaciers. Potentials and limits
E. Trouvé, G. Vasile, M. Gay, L. Bombrun, P. Grussenmeyer, T. Landes, J.-M. Nicolas, Ph. Bolon, I. Petillot, A. Julea, L. Valet, J. Chanussot & M. Koehl
IEEE Transactions on Geoscience and Remote Sensing - Vol. 45 n. 4 - pp 905-924 , DOI:10.1109/TGRS.2006.890554 , 2007

2006

[8]
[pdf]
Decision Fusion for the Classification of Urban Remote Sensing Images
M. Fauvel, J. Chanussot & J.A. Benediktsson
IEEE Transactions on Geoscience and Remote Sensing - Vol. 44 n. 10 - pp 2828-2838 , DOI: 10.1109/TGRS.2006.876708 , 2006
[7]
[pdf]
Estimation of Polarization Parameters using Time-Frequency Representations and its Application to Wave Separation
A. Roueff, J. Chanussot, J. Mars
Signal Processing - Vol. 86 n.12 - pp 3714-3731 - 2006
[6]
[pdf]
Classification of Remote Sensing Images from Urban Areas Using a Fuzzy Possibilistic Model
J. Chanussot, J.A. Benediktsson & M. Fauvel
IEEE Geoscience and Remote Sensing Letters - Vol. 3 n. 1 - pp 40-44, DOI: 10.1109/36.763290 , 2006 - selected for the front cover [fc] [about]

2005

[5]
[pdf]
Dispersion estimation from linear array data in the time-frequency plane
A. Roueff, J. Mars, J. Chanussot & H. Pedersen
IEEE Transactions on Signal Processing - Vol. 53 n. 10 - pp 3738-3748, DOI: 10.1109/TSP.2005.855430 , 2005
[4]
[pdf]
Morphological and statistical approaches to improve detection in presence of reverberation
G. Ginolhac, J. Chanussot & C. Hory
IEEE Journal of Oceanic Engineering - Vol. 30 n. 4 - pp 881-899, DOI: 10.1109/JOE.2005.850918 , 2005
[3]
[pdf]
Shape signatures of fuzzy star-shaped sets based on distance from the centroid
J. Chanussot, I. Nyström & N. Sladoje
Pattern Recognition Letters - Vol. 26 n. 6 - pp 735-746 - 2005
[2]
[pdf]
Unsupervised separation of seismic waves using the watershed algorithm on time-scale images
A. Roueff, J. Chanussot, J. Mars & M.Q. Nguyen
Geophysical Prospecting - n. 52 - pp 287-300 - 2004
[1]
[pdf]
Fuzzy fusion techniques for linear features detection in multi-temporal SAR images
J. Chanussot, G. Mauris & P. Lambert
IEEE Transactions on Geoscience and Remote Sensing - vol. 37 n. 3 - pp1292-1305, DOI: 10.1109/36.763290 , 1999


National Journals (in French)


[3] Télédétection pour la surveillance et la gestion de l’environnement
Jocelyn Chanussot, Grégoire Mercier, and Didier Massonnet
Traitement du Signal
- 2009
[2]
[pdf]
Nouvelle méthode d'estimation de la dispersion à partir d'un réseau linéaire de capteurs
A. Roueff, J. Mars, J. Chanussot & H. Pedersen
Traitement du Signal - vol. 21 n. 4 - pp 295-312 - 2004 (article sollicité à l'issue du colloque GRETSI 2003)
[1]
[pdf]
Partition d'une séquence d'images temps-échelle pour la séparation d'ondes dans un profil sismique
A. Roueff, J. Chanussot, J. Mars & M.Q. Nguyen
Traitement du Signal - vol. 21 n.1 - pp 17-36 - 2004


International Conferences 


[138]
[pdf]
Identification of agricultural crops in early stages using remote sensing images
Valero, Silvia ; Ceccato, Pietro ; Baethgen, Walter E. ; Chanussot, Jocelyn 
IEEE IGARSS'13 - International Geoscience and Remote Sensing Symposium, july 2013, Melbourne, Australia, pp  4229-4232, DOI: 10.1109/IGARSS.2013.6723767
[137]
[pdf]
Sphericity of complex stochastic models in multivariate SAR images
Vasile, Gabriel ; Besic, Nikola ; Anghel, Andrei ; Ioana, Cornel ; Chanussot, Jocelyn 
IEEE IGARSS'13 - International Geoscience and Remote Sensing Symposium, july 2013, Melbourne, Australia, pp  2994-2997, DOI: 10.1109/IGARSS.2013.6723455
[136]
[pdf]
Object recognition in urban hyperspectral images using Binary Partition Tree representation
Valero, Silvia ; Salembier, Philippe ; Chanussot, Jocelyn 
IEEE IGARSS'13 - International Geoscience and Remote Sensing Symposium, july 2013, Melbourne, Australia, pp  4098-4101, DOI: 10.1109/IGARSS.2013.6723734 
[135]
[pdf]
Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences
Priego, Blanca ; Veganzones, Miguel A. ; Chanussot, Jocelyn ; Amiot, Carole ; Prieto, Abraham ; Duro, Richard 
IEEE ICIP'13International Conference on Image Processing, september 2013, Melbourne, Australia - pp 548-552, DOI: 10.1109/ICIP.2013.6738113
[134]
[pdf]
FUSION OF HYPERSPECTRAL AND PANCHROMATIC IMAGES: A HYBRID USE OF INDUSION AND NONLINEAR PCA
G. Licciardi, M. M. Khan & J. Chanussot
IEEE ICIP'12 - International Conference on Image Processing, september 2012, Orlando, Florida, USA - pp 2133-2136, DOI: 10.1109/ICIP.2012.6467314
[133] Detection of hedges based on attribute filters
G. Cavallaroa, B. Arbelot, M. Fauvel, M. Dalla Mura, J.-A. Benediktsson, L. Bruzzone, J. Chanussot & D. Sheeren
SPIE Remote Sensing Europe, September 2012, Edimburgh, UK
[132] Seismic vulnerability assessment using Support Vector Machine classification for remote sensing and in-situ data
P. Matsuka, E. Pathier, Ph. Gueguen & J. Chanussot
15th World Conference on Earthquake Engineering (WCEE), september 2012, Lisbon, Portugal
[131]
[pdf]
Polarimetric sar target decomposition based on nonlinear decorrelation
G. Licciardi, R.G. Avezzano, F.D. Frate, G. Schiavon & J. Chanussot
Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS), 2012, Naples, Italy - pp 283-287, DOI: 10.1109/TyWRRS.2012.6381143
[130]
[pdf]
EXTRACTION OF MINERALS ON THE SOUTH POLE OF THE PLANET MARS BY UNSUPERVISED LINEAR UNMIXING OF HYPERSPECTRAL IMAGES
B. Luo, S.Douté, X. Ceamanos, J. Chanussot & L. Zhang
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany - pp 3050-3053, DOI: 10.1109/IGARSS.2012.6350782 
[129]
[pdf]
GENERALIZED BILINEAR MODEL BASED NONLINEAR UNMIXING USING SEMI-NONNEGATIVE MATRIX FACTORIZATION
N. Yokoya, J. Chanussot & A. Iwasaki
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp  1365-1368, DOI: 10.1109/IGARSS.2012.6351282
[128]
[pdf]
A SUPPORT VECTOR MACHINE APPROACH FOR BUILDING SEISMIC VULNERABILITY ASSESSMENT AND EVALUATION FROM REMOTE SENSING AND IN-SITU DATA
P. Matsuka, J. Chanussot, E. Pathier & Ph. Gueguen
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 7533-7536, DOI: 10.1109/IGARSS.2012.6351888
[127]
[pdf]
Binary partition tree as a hyperspectral segmentation tool for tropical rainforests
G. Tochon, J.B. Feret, J. Chanussot & G. Asner
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 6368 - 6371, DOI: 10.1109/IGARSS.2012.6352716
[126]
[pdf]
HEDGES DETECTION USING LOCAL DIRECTIONAL FEATURES AND SUPPORT VECTOR DATA DESCRIPTION
M. Fauvel, D. Sheeren, J. Chanussot & J. A. Benediktsson
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 2320 - 2323, DOI: 10.1109/IGARSS.2012.6351030
[125]
[pdf]
IMAGE FUSION AND SPECTRAL UNMIXING OF HYPERSPECTRAL IMAGES FOR SPATIAL IMPROVEMENT OF CLASSIFICATION MAPS
G. Licciardi, A Villa, M. Khan & J. Chanussot
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 7290 - 7293, DOI:10.1109/IGARSS.2012.6351978 
[124]
[pdf]
UNSUPERVISED NONLINEAR SPECTRAL UNMIXING BY MEANS OF NLPCA APPLIED TO HYPERSPECTRAL IMAGERY
G. Licciardi, X. Ceamanos, S. Douté & J. Chanussot
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 1369 - 1372, DOI: 10.1109/IGARSS.2012.6351281 
[123]
[pdf]
HYPERSPECTRAL REMOTE SENSING IMAGE CLASSIFICATION BASED ON THE INTEGRATION OF SUPPORT VECTOR MACHINE AND RANDOM FOREST
P. Du, J. Xia, J. Chanussot & X. He
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 174 - 177, DOI: 10.1109/IGARSS.2012.6351609 
[122]
[pdf]
Stochastically based wet snow mapping with SAR DATA
N. Besic, G. Vasile, J. Chanussot, S. Stankovic, J.-Ph. Ovarlez, G. D’Urso, D. Boldo & J.-P. Dedieu
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 4859 - 4862, DOI: 10.1109/IGARSS.2012.6352524 
[121]
[pdf]
Dry snow backscattering sensitivity on density change for SWE estimation
N. Besic, G. Vasile, J. Chanussot, S. Stankovic, J.-P. Dedieu, G. D’Urso, D. Boldo, J.-Ph. Ovarlez
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 4418 - 4421, DOI: 10.1109/IGARSS.2012.6350393 
[120]
[pdf]
Population Density estimation Using textons
Y. Javed, M. Khan & J. Chanussot
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 2206 - 2209, DOI: 10.1109/IGARSS.2012.6351062 
[119]
[pdf]
PAN-SHARPENING USING TOTAL VARIATION REGULARIZATION
X. He, L. Condat, J. Chanussot & J. Xia
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 166 - 169, DOI: 10.1109/IGARSS.2012.6351611 
[118]
[pdf]
UNSUPERVISED RIVER DETECTION IN RAPIDEYE-DATA
S. Klemenjak, B. Waske, S. Valero & J. Chanussot
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 6860 - 6863, DOI: 10.1109/IGARSS.2012.6352587 
[117]
[pdf]
RIVER NETWORK DETECTION ON SIMULATED SWOT IMAGES BASED ON CURVILINEAR DENOISING AND MORPHOLOGICAL DETECTION
S. Grosdidier, S. Valero, J. Chanussot & R. Fjortoft
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 5454 - 5457, DOI: 10.1109/IGARSS.2012.6352372 
[116]
[pdf]
A CLASS OF ROBUST ESTIMATES FOR DETECTION IN HYPERSPECTRAL IMAGES USING ELLIPTICAL DISTRIBUTIONS BACKGROUND
J. Frontera-Pons, M. Mahot, J.P. Ovarlez, F. Pascal, S.K. Pang & J. Chanussot
IEEE IGARSS'12 - International Geoscience and Remote Sensing Symposium, july 2012, Munich, Germany, pp 4166 - 4169, DOI: 10.1109/IGARSS.2012.6350938 
[115]
[pdf]
A modified time-frequency method for testing wide-sense stationarity
D. Baptista de Souza, J. Chanussot, A.-C. Favre & P. Borgnat
IEEE ICASSP'12 -  International Conference on Acoustics, Speech and Signal Processing, 2012, pp 3409 - 3412, DOI: 10.1109/ICASSP.2012.6288648 
[114]
[pdf]
Hyperspectral image segmentation using Binary Partition Trees
S. Valero, Ph. Salembier & J. Chanussot
IEEE ICIP'11
- International Conference on Image Processing, september 2011, Brussels, Belgium, pp 1273 - 1276, DOI: 10.1109/ICIP.2011.6115666 
[113]
[pdf]
Stochastic Minimum Spanning Forest Approach for Spectral-Spatial Classification of Hyperspectral Images
K. Bernard, Y. Tarabalka, J. Anugulo, J. Chanussot & J.A. Benediktsson
IEEE ICIP'11 - International Conference on Image Processing, september 2011, Brussels, Belgium, pp 1265 - 1268, DOI: 10.1109/ICIP.2011.6115664 
[112]
[pdf]
Outcome of the 2011 GRSS data fusion contest: exploiting WorldView-2 multi-angular acquisitions
F. Pacifici, J. Chanussot & J. Q. Du
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada, pp 1163 - 1166, DOI: 10.1109/IGARSS.2011.6049404 
[111]
[pdf]
Urban area product simulation for the Enmap hyperspectral sensor
P. Gamba, A. Villa, A. Plaza, J. Chanussot & J.A. Benediktsson
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada, pp 1259 - 1262, DOI: 10.1109/IGARSS.2011.6049428 
[110]
[pdf]
Unsupervised classification and spectral unmixing for sub-pixel labelling
A. Villa, J. Chanussot, J.A. Benediktsson & Ch. Jutten
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada, pp 71 - 74, DOI: 10.1109/IGARSS.2011.6048900 
[109] Blind source separation of hyperspectral data in planetary remote sensing: extraction and validation
X. Ceamanos, S. Douté, B. Luo, F. Schmidt, G. Jouannic & J. Chanussot
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada
[108]
[pdf]

Linear unmixing of multidate hyperspectral imagery for crop yield estimation

B. Luo, C. Yang & J. Chanussot
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada, pp 1573 - 1576, DOI: 10.1109/IGARSS.2011.6049371 
[107]
[pdf]
Mahalanobis kernel based on probabilistic principal component
M. Fauvel, A. Villa, J. Chanussot & J.A. Benediktsson
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada, pp 3907 - 3910, DOI: 10.1109/IGARSS.2011.6050085 
[106]
[pdf]
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction
G. Licciardi, M.M. Khan, J. Chanussot, A. Montanvert, L. Condat & Ch. Jutten
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada, pp 1783 - 1786, DOI: 10.1109/IGARSS.2011.6049466 
[105]
[pdf]
Improved Binary Partition Tree construction for hyperspectral images: application to object detection
S. Valero, Ph. Salembier, J. Chanussot & C. Cuadras
IEEE IGARSS'11 - International Geoscience and Remote Sensing Symposium, july 2011, Vancouver, Canada, pp 2515 - 2518, DOI: 10.1109/IGARSS.2011.6049723 
[104]
Hierarchical analysis of remote sensing data: morphological attribute profiles and binary partition trees
J.Benediktsson, L.Bruzzone, J.Chanussot, M.Dalla Mura, Ph.Salembier & S.Valero
ISMM'11 - International Symposium on Mathematical Morphology and its Applications, july 2011, Italy - Invited plenary talk
[103]
[pdf]
On the Recurrence Plot Analysis Method Behaviour Under Scaling Transform
F. Birleanu, C. Ioana, C. Gervaise, J. Chanussot, A. Serbanescu, G. Serban
IEEE SSP'11 - Statistical Signal Processing, june 2011, Nice, France, pp 789 - 792, DOI: 10.1109/SSP.2011.5967823 
[102]
[pdf]
A time-distributed phase space histogram for detecting transient signals
F. Birleanu, C. Ioana, A. Serbanescu & J. Chanussot
IEEE ICASSP'11 -  International Conference on Acoustics, Speech and Signal Processing, 2011, pp 3844 - 3847, DOI: 10.1109/ICASSP.2011.5947190 
[101]
[pdf]
Marker-based hierarchical segmentation and classification approach for hyperspectral imagery
Y. Tarabalka, J. Tilton, J.A. Benediktsson & J. Chanussot
IEEE ICASSP'11 -  International Conference on Acoustics, Speech and Signal Processing, 2011, pp 1089 - 1092, DOI: 10.1109/ICASSP.2011.5946597 
[100]
[pdf]
Geometrical features for the classification of very high resolution multispectral remote-sensing images
B. Luo & J. Chanussot
IEEE ICIP'10
- International Conference on Image Processing, september 2010, Hong-Kong, pp 1045 - 1048, DOI: 10.1109/ICIP.2010.5649890 
[99]
[pdf]
Pansharpening with a decision fusion based on the local size information
B. Luo, M. Khan, T. Bienvenu & J. Chanussot
IEEE ICIP'10 -
International Conference on Image Processing, september 2010, Hong-Kong, pp 1977 - 1980, DOI: 10.1109/ICIP.2010.5651731 
[98]
[pdf]
Comparison of merging orders and pruning strategies for binary partition tree in hyperspectral data
S. Valero, Ph. Salembier & J. Chanussot
IEEE ICIP'10 -
International Conference on Image Processing, september 2010, Hong-Kong, pp 2565 - 2568, DOI: 10.1109/ICIP.2010.5652595 
[97]
[pdf]
Supervised super resolution to improve the resolution of hyperspectral images classification maps
A. Villa, J. Chanussot, J.A. Benediktsson and Ch. Jutten
SPIE Remote Sensing Europe, September 2010, Toulouse, France 
[96]
[pdf]
New hyperspectral data representation using binary partition tree
S. Valero, Ph. Salembier & J. Chanussot
IEEE IGARSS'10 - International Geoscience and Remote Sensing Symposium, july 2010, Honolulu, Hawai, USA - Symposium Best Paper Award
[95]
[pdf]
Support Vector Machines regression for estimation of forest parameters from airborne laser scanning data
J.-M. Monnet, F. Berger & J. Chanussot
IEEE IGARSS'10 - International Geoscience and Remote Sensing Symposium, july 2010, Honolulu, Hawai, USA
[94]
[pdf]
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images
A. Villa, J. Chanussot, J.A. Benediktsson, M. Ulfarsson & Ch. Jutten
IEEE IGARSS'10 - International Geoscience and Remote Sensing Symposium, july 2010, Honolulu, Hawai, USA
[93]
[pdf]
Unsupervised linear unmixing of hyperspectral image for crop yield estimation
B. Luo, C. Yang & J. Chanussot
IEEE IGARSS'10 - International Geoscience and Remote Sensing Symposium, july 2010, Honolulu, Hawai, USA
[92]
[pdf]
Mahalanobis kernel for the classification of hyperspectral images
M. Fauvel, A. Villa, J. Chanussot & J.A. Benediktsson,
IEEE IGARSS'10 - International Geoscience and Remote Sensing Symposium, july 2010, Honolulu, Hawai, USA
[91]
[pdf]
A multiple classifier approach for spectral-spatial classification of hyperspectral data
Y. Tarabalka, J.A. Benediktsson, J. Chanussot & J. Tilton
IEEE IGARSS'10 - International Geoscience and Remote Sensing Symposium, july 2010, Honolulu, Hawai, USA
[90]
[pdf]
Independent component discriminant analysis for hyperspectral image classification
A. Villa, J.A. Benediktsson, J. Chanussot & Ch. Jutten
IEEE GRSS WHISPERS, Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing,  june 2010, Reykjavik, Iceland
[89]
[pdf]
Martian aerosol abundance estimation based on unmixing of hyperspectral imagery
B. Luo, X. Ceamanos, S. Douté & J. Chanussot
IEEE GRSS WHISPERS, Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing,  june 2010, Reykjavik, Iceland
[88]
[pdf]
Classification of hyperspectral images by using morphological attribute filters and independent component analysis
M. Dalla Mura, A. Villa, J.A. Benediktsson, J. Chanussot & L. Bruzzone
IEEE GRSS WHISPERS, Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing, june 2010, Reykjavik, Iceland
[87] Estimation of forestry parameters in mountainous, coppice stands using airborne laser scanning
J.-M. Monnet, E. Mermin, J. Chanussot & F. Berger 
SILVILASER 2010 -  10th International Conference on LiDAR Applications for Assessing Forest, 2010, Freiburg, Germany
[86] Tree top detection using local maxima filtering: a parameter sensitivity analysis
J.-M. Monnet,  J. Chanussot & F. Berger
SILVILASER 2010 -  10th International Conference on LiDAR Applications for Assessing Forest, 2010, Freiburg, Germany
[85]
[pdf]
Using airborne laser scanning to assess forest protection function against rockfall
J.-M. Monnet, E. Mermin, J. Chanussot & F. Berger
INTERPRAEVENT 2010 -  april 2010, Taipei, Taiwan
[84]
[pdf]
Directional mathematical morphology for the detection of the road network in very high resolution remote sensing images
S. Valero, J. Chanussot, J.A. Benediktsson, H. Talbot and B. Waske
IEEE ICIP'09 - International Conference on Image Processing, november 2009, Cairo, Egypt
[83]
[pdf]
Pansharpening of hyperspectral images using spatial distortion optimization
M.M. Khan, J. Chanussot and L. Alparone
IEEE ICIP'09 - International Conference on Image Processing, november 2009, Cairo, Egypt
[82]
[pdf]
Unsupervised classification of hyperspectral images by using linear unmixing algorithm
B. Luo and J. Chanussot
IEEE ICIP'09 - International Conference on Image Processing, november 2009, Cairo, Egypt
[81]
[pdf]
Unsupervised Endmember Extraction: Application to hyperspectral images from Mars
B. Luo, J. Chanussot and S. Douté
IEEE ICIP'09 - International Conference on Image Processing, november 2009, Cairo, Egypt
[80] Spectral-spatial analysis in hyperspectral remote sensing: from morphological profiles to classified segmentation
Jocelyn Chanussot, Jon-Atli Benediktsson, Mathieu Fauvel and Yuliya Tarabalka
SPIE Remote Sensing Europe, September 2009, Berlin, Germany - Invited plenary talk
[79]
[pdf]
Hyperspectral Image Classification Based On Spectral And Geometrical Features
Bin Luo, Jocelyn Chanussot
IEEE MLSP, Machine Learning in Signal Processing, september 2009, Grenoble, France
[78]
[pdf]
Classification of Hyperspectral Images Using Automatic Marker Selection and Minimum Spanning Forest
Yuliya Tarabalka, Jocelyn Chanussot and Jon Atli Benediktsson.
IEEE GRSS WHISPERS, Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing, august 2009, Grenoble, France
[77]
[pdf]
Unsupervised Endmember Extraction of Martian Hyperspectral Images
Bin Luo, Jocelyn Chanussot, Sylvain Doute and Xavier Ceamanos
IEEE GRSS WHISPERS, Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing, august 2009, Grenoble, France
[76]
[pdf]

Hyperspectral pansharpening using QNR optimization constraint

Muhammad Murtaza Khan, Jocelyn Chanussot and Luciano Alparone.

IEEE GRSS WHISPERS, Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing, august 2009, Grenoble, France

[75] Classification of hyperspectral data using support vector machines and adaptive neighborhoods.
Y. Tarabalka, J.A. Benediktsson & J. Chanussot
6th EARSEL SIG Imaging Spectroscopy workshop - march 2009, Tel Aviv, Israel
[74]
[pdf]
Multiscale stochastic watershed for unsupervised hyperspectral image segmentation.
J. Angulo, S. Velasco-Forero & J. Chanussot
IEEE IGARSS'09 - International Geoscience and Remote Sensing Symposium, july 2009, Cape Town, South Africa
[73]
[pdf]
Morphological image distances for hyperspectral dimensionality exploration using Kernel-PCA and ISOMAP.
S. Velasco-Forero, J. Angulo & J. Chanussot
IEEE IGARSS'09 - International Geoscience and Remote Sensing Symposium, july 2009, Cape Town, South Africa
[72]
[pdf]
Kernel Principal Component Analysis for the construction of the extended morphological profile.
M. Fauvel, J. Chanussot & J.A. Benediktsson.
IEEE IGARSS'09 - International Geoscience and Remote Sensing Symposium, july 2009, Cape Town, South Africa
[71]
[pdf]
On the use of ICA for hyperspectral image analysis.
A. Villa, J. Chanussot, Ch. Jutten, J.A. Benediktsson and S. Moussaoui
IEEE IGARSS'09 - International Geoscience and Remote Sensing Symposium, july 2009, Cape Town, South Africa
[70]
[pdf]
Classification based marker selection for watershed transform of hyperspectral images.
Y. Tarabalka, J. Chanussot, J.A. Benediktsson
IEEE IGARSS'09 - International Geoscience and Remote Sensing Symposium, july 2009, Cape Town, South Africa
[69] Ensemble strategies for classifying hyperspectral remote sensing data.
B. Waske, X. Ceamanos, J.A. Benediktsson, J. Chanussot & J.R. Sveinsson
MCS'09 - 8th International Workshop on Multiple Classifier Systems, pp, June 2009, Reykjavik, Iceland
[68]
[pdf]
Signal characterization using generalized "time-phase derivatives" representation.
B. Gottin, I. Orovic, C. Ioana, S. Stankovic & J. Chanussot
IEEE ICASSP'09 -  International Conference on Acoustics, Speech and Signal Processing, 2009
[67]
[pdf]
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel.
M. Fauvel, J. Chanussot & J.A. Benediktsson
IEEE ICIP'08 - International Conference on Image Processing, october 2008, San Diego, USA, pp 1884 - 1887, DOI 10.1109/ICIP.2008.4712147
[66]
[pdf]
Speeding up support vector machine (SVM) image classifciation by a kernel series expansion.
T. Habib, J. Inglada, G. Mercier & J. Chanussot
IEEE ICIP'08 - International Conference on Image Processing, october 2008, San Diego, USA, pp 865 - 868,  DOI: 10.1109/ICIP.2008.4711892
[65] On the concept of time-frequency distributions based on complex-lag moments.
B. Gottin, C. Ioana, S. Stankovic, L. Stankovic & J. Chanussot
EUSIPCO'08 - XVI European SIgnal Processing COnference - august  2008, Lausanne, Switzerland
[64]
[pdf]
Classification of basic roof types based on VHR optical data and digital elevation model.
S. Valero, J. Chanussot & P. Gueguen
IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, july 2008, Boston, USA
[63]
[pdf]
Segmentation and classification of hyperspectral data using watershed.
Y. Tarabalka, J. Chanussot, J.A. Benediktsson, J. Angulo & M. Fauvel
IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, july 2008, Boston, USA
[62]
[pdf]
Pansharpening quality assessment using modulation transfer function filters.
M. Khan, L. Alparone & J. Chanussot
IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, july 2008, Boston, USA
[61]
[pdf]
Pansharpening based on QNR optimization.
M. Khan, L. Alparone & J. Chanussot
IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, july 2008, Boston, USA
[60]
[pdf]
A new additive kernel for change detection in remote sensing imagery using SVM.
T. Habib, J. Inglada, G. Mercier & J. Chanussot
IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, july 2008, Boston, USA
[59]
[pdf]
Assessment of feature selection techniques for support vector machine classification of satellite imagery.
T. Habib, J. Inglada, G. Mercier & J. Chanussot
IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, july 2008, Boston, USA
[58]
[pdf]
Gradient optimization for multiple kernel's parameters in support vector machines classification.
A. Villa, M. Fauvel, J. Chanussot, P. Gamba & J.A. Benediktsson
IEEE IGARSS'08 - International Geoscience and Remote Sensing Symposium, july 2008, Boston, USA
[57]
[pdf]
Using QNR index as decision criteria for improving fusion quality.
M. Khan, J. Chanussot, B. Siouar & J. Osman
ICAST'08 - International Conference on Advances in Space Technologies, november 2008, Islamabad, Pakistan, pp149-154, DOI 10.1109/ICAST.2008.4747703
[56]
[pdf]
Improved resolution for the detection of snow with MODIS using wavelet fusion.
P. Sirguey, R. Mathieu, Y. Arnaud, M. Khan & J. Chanussot
IEEE IGARSS'07 - International Geoscience and Remote Sensing Symposium, july 2007, Barcelona, Spain
[55]
[pdf]
Pan-sharpening using induction.
M. Khan, J. Chanussot, L. Condat & A. Montanvert
IEEE IGARSS'07 - International Geoscience and Remote Sensing Symposium, july 2007, Barcelona, Spain
[54]
[pdf]
A joint spatial and sepctral SVM's classification of panchromatic images.
M. Fauvel, J. Chanussot & J.A. Benediktsson
IEEE IGARSS'07 - International Geoscience and Remote Sensing Symposium, july 2007, Barcelona, Spain
[53]
[pdf]
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles.
M. Fauvel, J. Chanussot, J.A. Benediktsson & J.R. Sveinsson
IEEE IGARSS'07 - International Geoscience and Remote Sensing Symposium, july 2007, Barcelona, Spain
[52]
[pdf]
Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases.
T. Habib, J. Chanussot, J. Inglada & G. Mercier
IEEE IGARSS'07 - International Geoscience and Remote Sensing Symposium, july 2007, Barcelona, Spain
[51]
[pdf]
HYPER-I-NET: European research network on hyperspectral imaging.
A. Plaza, A. Mueller, T. Skauli, Z. Malenovsky, J. Bioucas, S. Hofer, J. Chanussot, V. Carrere, I. Baarstad, J. Nieke, K. Itten, T. Hyvarinen, P. Gamba, J.A. Benediktsson, M. Schaepman & B. Zagajewski
IEEE IGARSS'07 - International Geoscience and Remote Sensing Symposium, july 2007, Barcelona, Spain
[50]
[pdf]
Multiple classifiers in remote sensing: from basics to recent developments.
J.A. Benediktsson,  J. Chanussot & M. Fauvel
MCS'07 - 7th International Workshop on Multiple Classifier Systems, pp 501-512, May 2007, Prague Czech Republic, - Invited keynote paper
[49]
[pdf]
How transferable are spatial features for the classification of very high resolution remote sensing data ?
M. Fauvel, J. Chanussot & J.A. Benediktsson
URBAN'07 - 4th IEEE GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, april 2007, Paris, France
[48]

A practical use of ROC analysis to assess the performances of defects detection algorithms.
Y. Le Meur, J-M. Vignolle & J. Chanussot
QCAV'07 - 8th International Conference on Quality Control by Artificial Vision,  may 2007, Le Creusot, France
[47] Mars hyperspectral data processing using ICA and Bayesian positive source separation
H. Hauksdottir, S. Moussaoui,  F. Schmidt, C. Jutten, J. Chanussot, D. Brie
MAXENT'06 - Bayesian Inference and Maximum Entropy Methods in Science and Engineering, A. Mohammed Djafari (Ed.), AIP, Melville, New-York, pp 113-122, july 2006, Paris, France 
[46]
[pdf]
IGARSS'06 Data Fusion contest: fusion of panchromatic and multispectral images.
L. Alparone, L. Wald, J. Chanussot, L. Mann Bruce & P. Gamba
IEEE IGARSS'06 - International Geoscience and Remote Sensing Symposium, pp 3814-3815, doi: 10.1109/IGARSS.2006.977, july 2006, Denver, Colorado, USA
[45]
[pdf]
Segmentation of high resolution satellite images SPOT applied to lake detection.
T. Habib, M. Gay, J. Chanussot & P. Bertolino
IEEE IGARSS'06 - International Geoscience and Remote Sensing Symposium,  pp 3680-3683, doi: 10.1109/IGARSS.2006.943, july 2006, Denver, Colorado, USA
[44]
[pdf]
Fusion of morphological and spectral information for classification of hyperspectral urban remote sensing data.
J. Palmason, J.A. Benediktsson, J.R. Sveinsson & J. Chanussot
IEEE IGARSS'06 - International Geoscience and Remote Sensing Symposium,  pp 2506-2509, doi: 10.1109/IGARSS.2006.648, july 2006, Denver, Colorado, USA
[43]
[pdf]
A combined support vector machines classification based on decision fusion.
M. Fauvel, J. Chanussot & J.A. Benediktsson
IEEE IGARSS'06 - International Geoscience and Remote Sensing Symposium,  pp 2494-2497, doi: 10.1109/IGARSS.2006.645, july 2006, Denver, Colorado, USA
[42]
[pdf]
Advanced processing of hyperspectral images.
A. Plaza, J.A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G. Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, J. Tilton & G. Trianni
IEEE IGARSS'06 - International Geoscience and Remote Sensing Symposium,  pp 1974-1978, doi: 10.1109/IGARSS.2006.511,  july 2006, Denver, Colorado, USA
[41]
[pdf]
Evaluation of kernels for multiclass classification of hyperspectral remote sensing data.
M. Fauvel, J. Chanussot & J.A. Benediktsson
IEEE ICASSP'06 - International Conference on Acoustics, Speech and Signal Processing, pp II-813 - II-816, may 2006, Toulouse, France
[40]
[pdf]
The physical meaning of independent components and artifact removal of hyperspectral data from Mars using ICA.
H. Hauksdottir, Ch. Jutten, F. Schmidt, J. Chanussot, J.A. Benediktsson & S. Douté
IEEE NORSIG'06 - 7th Nordic Signal Processing Symposium, pp 226-230, june 2006, Reykjavik, Iceland - Received the Best Student Paper Award
[39]
[pdf]
Kernel Principal Component Analysis for feature reduction in hyperspectral image analysis.
M. Fauvel, J. Chanussot & J.A. Benediktsson
IEEE NORSIG'06 - 7th Nordic Signal Processing Symposium, pp 238-241, june 2006, Reykjavik, Iceland
[38]
[pdf]
Classification of remote sensing imagery with high spatial resolution.
M. Fauvel, J.A. Palmason, J.A. Benediktsson,  J. Chanussot & J.R. Sveinsson
SPIE'05 - Proceedings of European Symposium on Remote Sensing, Conference on Image and Signal Processing XI, Proc. of SPIE VOl. 5982, pp. 598201-1 - 598201-15, September 2005, Bruges, Belgium - Invited keynote paper
[37]
[pdf]
Combining optical and SAR data to monitor temperate glaciers.
E. Trouvé, G. Vasile, M. Gay, P. Grussenmeyer, J.M. Nicolas, T. Landes, M. Koehl, J. Chanussot & A. Julea
IEEE IGARSS'05 - International Geoscience and Remote Sensing Symposium,  july 2005, Seoul, Korea
[36]
[pdf]
Airborne remote sensing of vineyards for the detection of dead vine trees.
J. Chanussot, P. Bas & L. Bombrun
IEEE IGARSS'05 - International Geoscience and Remote Sensing Symposium,  july 2005, Seoul, Korea
[35]
[pdf]
Fusion of methods for the classification of remote sensing images from urban areas.
M. Fauvel, J. Chanussot & J.A. Benediktsson
IEEE IGARSS'05 - International Geoscience and Remote Sensing Symposium,  Vol. 4, pp. 2819-2822, july 2005, Seoul, Korea
[34]
[pdf]
Classification of hyperspectral data from urban areas using morpholgical preprocessing and independent component analysis.
J.A. Palmason, J.A. Benediktsson, J.R. Sveinsson & J. Chanussot
IEEE IGARSS'05 - International Geoscience and Remote Sensing Symposium,  Vol. 1, pp. 176-179, july 2005, Seoul, Korea
[33]
[pdf]
Street tracking based on SAR data from urban areas.
S.O. Sigurjonsson, J.A. Benediktsson, G. Lisini, Paolo Gamba, J. Chanussot & J.R. Sveinsson
IEEE IGARSS'05 - International Geoscience and Remote Sensing Symposium, Vol. 2, pp. 1273-1279, july 2005, Seoul, Korea
[32]
[pdf]
3D snakes for the segmentation of buried mines in 3D acoustical images.
D. Attali, J. Chanussot, R. Aresté & S. Guyonic
IEEE OCEANS'05 Europe - june 2005, Brest, France
[31]
[pdf]
Fusion of local statistical detectors in SAS imagery identification.
F. Maussang, M. Rombaut, J. Chanussot & A. Hétet
IEEE OCEANS'05 Europe - june 2005, Brest, France
[30]
[pdf]
Adaptive anisotropic diffusion for speckle filtering in SAS imagery.
F. Maussang, J. Chanussot, S.C. Visan & M. Amate
IEEE OCEANS'05 Europe - june 2005, Brest, France
[29]
[pdf]
Buried mines detection and classification : advanced technologies and signal processing.
A. Hétet, S. Guyonic, M. Legris, R. Bellec, F. Maussang, J. Chanussot, P. Cervenka, J. Marchal & M. Amate
IEEE OCEANS'05 Europe - june 2005, Brest, France
[28]
[pdf]
Order filters with progressively decimated filtering window: application to colour image enhancement.
J. Chanussot
IEEE ICIP'04 - International Conference on Image Processing, vol. I, pp 255-258, october 2004, Singapour
[27]
[pdf]
Decision level fusion in classification of hyperspectral data from urban areas.
J.A. Benediktsson, J.A. Palmason, J. Sveinsson & J. Chanussot
IEEE IGARSS'04 - International Geoscience and Remote Sensing Symposium, vol. I, pp 73-76, september 2004, Anchorage, Alaska
[26]
[pdf]
Classification of remote sensing images from urban areas using a fuzzy model.
J. Chanussot, J.A. Benediktsson & M. Vincent
IEEE IGARSS'04 - International Geoscience and Remote Sensing Symposium, vol. I, pp 556-559, september 2004, Anchorage, Alaska
[25]
[pdf]
Higher Order Statistics for the Detection of Underwater Mines in SAS Imagery.
F. Maussang, J. Chanussot & A. Hétet
ECUA'04 - 7th European Conference on Underwater Acoustics, july 2004, Delft, Netherlands
[24]
[pdf]
On the use of higher order statistics in SAS imagery.
F. Maussang, J. Chanussot & A. Hétet
IEEE ICASSP'04  - International Conference on Acoustics, Speech and Signal Processing, may 2004, Montréal, Canada
[23]
[pdf]
On the use of time-scale representations for the analysis of seismic signals.
A. Roueff, J. Chanussot & J. Mars
SPIE - International Symposium on Wavelets Applications in Industrial Processing, october 2003, Providence, Rode Island, USA
[22]
[pdf]
Automated segmentation of SAS images using the mean-standard deviation plane for the detection of underwater mines.
F. Maussang, J. Chanussot & A. Hétet
IEEE OCEANS'2003 - september 2003, San Diego, California, USA
[21]
[pdf]
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas.
J. Chanussot, J.A. Benediktsson & M. Pesaresi
IEEE IGARSS'03 - International Geoscience and Remote Sensing Symposium, july 2003, Toulouse, France
[20]
[pdf]
Lossless compact histogram representation for multi-component images: application to histogram equalization.
J. Chanussot, A. Clément, B. Vigouroux & J. Chabod
IEEE IGARSS'03 - International Geoscience and Remote Sensing Symposium, july 2003, Toulouse, France
[19]
[pdf]
Simultaneous group and phase correction for the estimation of dispersive propagating waves in the time-frequency plane.
A. Roueff, H. Pedersen, J. Mars & J. Chanussot
IEEE ICASSP'03 - International Conference on Acoustics, Speech and Signal Processing, april 2003, Hong-Kong
[18]
[pdf]
Synthetic aperture sonar imagery : towards a classification of underwater mines in the mean-standard deviation plane.
F. Maussang, J. Chanussot, C. Hory & A. Hétet 
PSIP'03 - 3rd Workshop on Physics in Signal and Image Processing, january 2003, Grenoble, France
[17]
[pdf]
Stacking in the time-scale plane.
A. Roueff, J. Chanussot, J. Mars & G. Canadas 
SEG'02 - 72nd Society of Engineering and Geophysics - october 2002, Salt Lake City, USA
[16]
[pdf]
Efficient oblique polarization filter with cross scalogram.
A. Roueff, J. Chanussot & J. Mars
SEG'02 - 72nd Society of Engineering and Geophysics - october 2002, Salt Lake City, USA
[15]
[pdf]
Scalar image processing filters for speckle reduction on synthetic aperture sonar images.
J. Chanussot, F. Maussang & A. Hétet 
IEEE OCEANS'2002 - october 2002, Biloxi, Mississippi, USA
[14]
[pdf]
Estimation of polarization on time-scale plane for seismic wave separation.
A. Roueff & J. Chanussot
EUSIPCO'02 - XI European SIgnal Processing COnference - september 2002, Toulouse, France
[13]
[pdf]
Fusion algorithms from a sonar images sequence for detection.
G. Ginolhac, J. Chanussot & C. Pichat
ECUA'02 - 6th European Conference on Underwater Acoustics - june 2002, Gdansk, Poland
[12]
[pdf]
Multispectral decomposition of synthetic aperture sonar images for speckle reduction.
J. Chanussot, A. Hetet, G. Le Merrer & E. Tireau
ECUA'02 - 6th European Conference on Underwater Acoustics - june 2002, Gdansk, Poland
[11]
[pdf]
Unsupervised seismic wave separation in the time scale plane.
A. Roueff, J. Chanussot, B. Nicolas & J. Mars
EAGE'01 - 63rd European Association of Geoscientists & Engineers Conference and Exhibition - june 2001, Amsterdam, The Netherlands
[10]
[pdf]
Extending mathematical morphology to color image processing.
P. Lambert & J. Chanussot 
CGIP'00 - 1st International Conference on Color in Graphics and Image Processing - pp 158-163 - october 2000, St Etienne, France
[9]
[pdf]
Comparison of prefiltering operators for road network extraction in SAR images.
Ph. Bolon, J. Chanussot, I. Issa & P. Lambert
IEEE ICIP'99 - International Conference on Image Processing - Vol. 2, pp. 924-928, october 1999, Kobe, Japan
[8]
[pdf]
Real time vector median like filter FPGA design.
J. Chanussot, M. Paindavoine & P. Lambert
IEEE ICIP'99 - International Conference on Image Processing - Vol.2, pp. 414-418, october 1999, Kobe, Japan
[7]
[pdf]
Watershed approaches for color image segmentation.
J. Chanussot & P. Lambert
IEEE NSIP'99 - Workshop on Nonlinear Signal and Image Processing - pp. 129-133, june 1999, Antalya, Turkey
[6]
[pdf]
Improving road detection on SAR images using fuzzy fusion systems.
J. Chanussot, G. Mauris & P. Lambert
IEEE IMTC'99 - Instrumentation and Measurement Technology Conference - pp. 1807-1812, May 1999, Venice, Italy
[5]

Total ordering based on space filling curves for multivalued morphology.
J. Chanussot & P. Lambert
ISMM'98 - 4th International Symposium on Mathematical Morphology and its Applications -  pp 51-58, june 1998, Amsterdam, The Netherlands
[4]

An application of mathematical morphology to road network extraction on SAR images.
J. Chanussot & P. Lambert
ISMM'98 - 4th International Symposium on Mathematical Morphology and its Applications - pp 399-406, june 1998, Amsterdam, The Netherlands
[3]

Adaptive directional order filters and mathematical morphology for road network extraction on SAR images.
J. Chanussot, I. Issa & P. Lambert
EUSIPCO'98 - IX European SIgnal Processing COnference - pp. 2481-2484, september 1998, Rhodes, Greece
[2]
[pdf]
Bit mixing paradigm for multivalued morphological filters.
J. Chanussot & P. Lambert
IEE IPA'97 - 6th IEE International Conference on Image Processing and its Applications - pp. 804-808, july 1997, Dublin, Ireland
[1]

An attempt of vectorial morphological filter by reconstruction.
J. Chanussot & P. Lambert
DMSP'96 - 3rd Workshop on Designed Methodologies for Signal Processing - pp. 151-154, august 1996, Zakopane, Poland













National Conferences (in French)


[17] Caractérisation des signaux transitoires par l’analyse des récurrences de phase
F. Birleanu, C. Ioana, C. Gervaise, A. Serbanescu & J. Chanussot
GRETSI'11 - 23ème colloque sur le traitement du signal et des images - septembre 2011, Bordeaux, France
[16] Arbre de partition binaire: Un nouvel outil pour la représentation hiérarchique et l’analyse des images hyperspectrales
S. Valero, Ph. Salembier & J. Chanussot
GRETSI'11 - 23ème colloque sur le traitement du signal et des images - septembre 2011, Bordeaux, France
[15] Noyau de Mahalanobis pour la classification d’images hyperspectrales : cartographie du frêne dans les Hautes-Pyrénées
M. Fauvel, A. Villa, J. Chanussot, D. Sheeren & J.A. Benediktsson
GRETSI'11 - 23ème colloque sur le traitement du signal et des images - septembre 2011, Bordeaux, France
[14] Détection automatique du réseau vasculaire rétinien basée sur la morphologie directionnelle et la fusion de décision
Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot
GRETSI'09 - 22ème colloque sur le traitement du signal et des images - septembre 2009, Dijon, France
[13] Estimation du nombre de spectres initiaux pour le démélangeage en imagerie hyperspectrale
Bin Luo, Jocelyn chanussot, Sylvain Douté
GRETSI'09 - 22ème colloque sur le traitement du signal et des images - septembre 2009, Dijon, France
[12] Classification en imagerie hyperspectrale haute résolution: utilisation conjointe de l'information spatiale et spectrale.
M. Fauvel, J. Chanussot & J.A. Benediktsson
GRETSI'07 - 21ème colloque sur le traitement du signal et des images - septembre 2007, Troyes, France
[11]

Fusion de méthodes pour la classification de zones urbaines en télédétection satellitaire.
M. Fauvel, J. Chanussot & J.A. Benediktsson
GRETSI'05 - 20ème colloque sur le traitement du signal et des images - septembre 2005, Louvain-la-Neuve, Belgique
[10]

Utilisation des Statistiques d'Ordre Supérieur en Contrôle Qualité de Détecteurs de Rayons X.
F. Maussang & J. Chanussot
GRETSI'05 - 20ème colloque sur le traitement du signal et des images - septembre 2005, Louvain-la-Neuve, Belgique
[9]

Fusion de données statistiques locales pour la détection en imagerie SAS.
F. Maussang, M. Rombaut, J. Chanussot, A. Hétet & M. Amate
LFA'04 - 12ème Rencontres francophones sur la Logique Floue et ses Applications  - pp. 189-196, novembre 2004, Nantes, France
[8]

Détection en imagerie SAS par fusion de données de statistiques locales.
F. Maussang, M. Rombaut & J. Chanussot
JASM'04 - 7èmes Journées d'études en Acoustique Sous-Marines - octobre 2004, Brest, France
[7]
[pdf]
Estimation de la dispersion par une analyse multi-signaux dans le plan temps-fréquence.
A. Roueff, J. Mars, J. Chanussot & H. Pedersen
GRETSI'03 - 19ème colloque sur le traitement du signal et des images - septembre 2003, Paris, France
[6]

Segmentation automatique d'images sonar à antenne synthétique pour la détection d'échos de mines sous-marines.
F. Maussang, J. Chanussot & A. Hétet
GRETSI'03 - 19ème colloque sur le traitement du signal et des images - septembre 2003, Paris, France
[5]

Filtres d'ordre à fenêtre de filtrage décimée itérativement.
J. Chanussot & P. Pasquier
GRETSI'01 - 18ème colloque sur le traitement du signal et des images - septembre 2001, Toulouse, France
[4]
[pdf]
Séparation d'ondes sismiques par ligne de partage des eaux sur des images temps échelle.
A. Roueff, J. Chanussot, B. Nicolas & J. Mars
GRETSI'01 - 18ème colloque sur le traitement du signal et des images - septembre 2001, Toulouse, France
[3]

Filtrage d'ordre directionnel pour le traitement de signaux sismiques.
V. Couturier-Doux & J. Chanussot
JASM'00 - 5èmes Journées d'études en Acoustique Sous-Marines  - pp. 27/1-27/11, novembre 2000, Brest, France
[2]
[pdf]
Détection de failles géologiques par traitement morphologique multi-spectral.
J. Chanussot, P. Lambert, G. Vidal & E. Trouvé
GRETSI'99 - 17ème colloque sur le traitement du signal et des images - pp. 379-382, septembre 1999, Vannes, France 
[1]

Entrelacement de bits et space filling curves : une extension des filtres de rang aux images couleur.
J. Chanussot & P. Lambert
GRETSI'97 - 16ème colloque sur le traitement du signal et des images - pp. 765-768, septembre 1997, Grenoble, France  

Grenoble Images Parole Signal Automatique laboratoire

UMR 5216 CNRS - Grenoble INP - Université Joseph Fourier - Université Stendhal