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The Publications
Result of the query in the list of publications :
245 Conference articles |
169 - Adaptive Probabilistic Models of Wavelet Packets for the Analysis and Segmentation of Textured Remote Sensing Images.
K. Brady and I. H. Jermyn and J. Zerubia. In Proc. British Machine Vision Conference (BMVC), Norwich, U. K., September 2003.
Keywords : probabilistic, Adaptive, wavelet, Texture.
@INPROCEEDINGS{Brady03a,
|
| author |
= |
{Brady, K. and Jermyn, I. H. and Zerubia, J.}, |
| title |
= |
{Adaptive Probabilistic Models of Wavelet Packets for the Analysis and Segmentation of Textured Remote Sensing Images}, |
| year |
= |
{2003}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. British Machine Vision Conference (BMVC)}, |
| address |
= |
{Norwich, U. K.}, |
| pdf |
= |
{http://www-sop.inria.fr/members/Ian.Jermyn/publications/Brady03bmvc.pdf}, |
| keyword |
= |
{probabilistic, Adaptive, wavelet, Texture} |
| } |
Abstract :
Remote sensing imagery plays an important role in many elds. It has
become an invaluable tool for diverse applications ranging from cartography
to ecosystem management. In many of the images processed in these types
of applications, semantic entities in the scene are correlated with textures
in the image. In this paper, we propose a new method of analysing such
textures based on adaptive probabilistic models of wavelet packets. Our approach
adapts to the principal periodicities present in the textures, and can
capture long-range correlations while preserving the independence of the
wavelet packet coefcients. This technique has been applied to several remote
sensing images, the results of which are presented. |
|
170 - Natural image modeling using complex wavelets.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. In Proc. SPIE Conference on Wavelets, Vol. 5207, San Diego, August 2003.
@INPROCEEDINGS{Jalobfjz,
|
| author |
= |
{Jalobeanu, A. and Blanc-Féraud, L. and Zerubia, J.}, |
| title |
= |
{Natural image modeling using complex wavelets}, |
| year |
= |
{2003}, |
| month |
= |
{August}, |
| booktitle |
= |
{Proc. SPIE Conference on Wavelets}, |
| volume |
= |
{5207}, |
| address |
= |
{San Diego}, |
| url |
= |
{http://spie.org/Publications/Proceedings/Paper/10.1117/12.507945}, |
| keyword |
= |
{} |
| } |
|
171 - Discrete Wavelet transforms that have an adaptive low pass filter.
G.C.K. Abhayaratne. In Proc. International Symposium on Signal Processing and its Applications (ISSPA), Paris, France, July 2003.
@INPROCEEDINGS{gcka3,
|
| author |
= |
{Abhayaratne, G.C.K.}, |
| title |
= |
{Discrete Wavelet transforms that have an adaptive low pass filter}, |
| year |
= |
{2003}, |
| month |
= |
{July}, |
| booktitle |
= |
{Proc. International Symposium on Signal Processing and its Applications (ISSPA)}, |
| address |
= |
{Paris, France}, |
| url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1224920}, |
| keyword |
= |
{} |
| } |
|
172 - Remotely sensed image segmentation using an object point process.
S. Drot and H. Le Men and X. Descombes and J. Zerubia. In Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Toulouse, France, July 2003.
@INPROCEEDINGS{drot,
|
| author |
= |
{Drot, S. and Le Men, H. and Descombes, X. and Zerubia, J.}, |
| title |
= |
{Remotely sensed image segmentation using an object point process}, |
| year |
= |
{2003}, |
| month |
= |
{July}, |
| booktitle |
= |
{Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS)}, |
| address |
= |
{Toulouse, France}, |
| url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1294331}, |
| keyword |
= |
{} |
| } |
|
173 - Urban Scene Rendering using Object Description.
F. Cerdat and X. Descombes and J. Zerubia. In Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Toulouse, France, July 2003.
@INPROCEEDINGS{fcerdat,
|
| author |
= |
{Cerdat, F. and Descombes, X. and Zerubia, J.}, |
| title |
= |
{Urban Scene Rendering using Object Description}, |
| year |
= |
{2003}, |
| month |
= |
{July}, |
| booktitle |
= |
{Proc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS)}, |
| address |
= |
{Toulouse, France}, |
| url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1293679}, |
| keyword |
= |
{} |
| } |
|
174 - Decomposing an Image: Application to SAR Images.
J.F. Aujol and G. Aubert and L. Blanc-Féraud and A. Chambolle. In Proc. Scale-Space, Vol. 2695, series Lecture No, June 2003.
@INPROCEEDINGS{jf_scalespace,
|
| author |
= |
{Aujol, J.F. and Aubert, G. and Blanc-Féraud, L. and Chambolle, A.}, |
| title |
= |
{Decomposing an Image: Application to SAR Images}, |
| year |
= |
{2003}, |
| month |
= |
{June}, |
| booktitle |
= |
{Proc. Scale-Space}, |
| volume |
= |
{2695}, |
| series |
= |
{Lecture No}, |
| url |
= |
{http://link.springer.com/chapter/10.1007%2F3-540-44935-3_21}, |
| keyword |
= |
{} |
| } |
|
175 - Diffusion anisotrope et filtrage interférométrique.
C. Lacombe and G. Aubert and L. Blanc-Féraud and P. Kornprobst. In Congrès National d'Analyse Numérique, Montpellier, June 2003.
@INPROCEEDINGS{Lacombe-Canum03,
|
| author |
= |
{Lacombe, C. and Aubert, G. and Blanc-Féraud, L. and Kornprobst, P.}, |
| title |
= |
{Diffusion anisotrope et filtrage interférométrique}, |
| year |
= |
{2003}, |
| month |
= |
{June}, |
| booktitle |
= |
{Congrès National d'Analyse Numérique}, |
| address |
= |
{Montpellier}, |
| url |
= |
{http://www.i3m.univ-montp2.fr/CANUM2003/}, |
| pdf |
= |
{http://www.i3m.univ-montp2.fr/CANUM2003/COMMUNICATIONS/CONF_ORALES/caroline.lacombe.pdf}, |
| keyword |
= |
{} |
| } |
|
176 - Filtrage adaptatif des interférogrammes par diffusion anisotrope.
C. Lacombe and G. Aubert and L. Blanc-Féraud and P. Kornprobst. In Proc. Journées des jeunes chercheurs en vision par ordinateur, Gerardmer, May 2003.
@INPROCEEDINGS{CLGALBFPK,
|
| author |
= |
{Lacombe, C. and Aubert, G. and Blanc-Féraud, L. and Kornprobst, P.}, |
| title |
= |
{Filtrage adaptatif des interférogrammes par diffusion anisotrope}, |
| year |
= |
{2003}, |
| month |
= |
{May}, |
| booktitle |
= |
{Proc. Journées des jeunes chercheurs en vision par ordinateur}, |
| address |
= |
{Gerardmer}, |
| ps |
= |
{http://www-math.unice.fr/publis/clacombe_orasis03.ps}, |
| keyword |
= |
{} |
| } |
|
177 - Gaussian Mixture Models of Texture and Colour for Image Database Retrieval.
H. Permuter and J.M. Francos and I. H. Jermyn. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hong Kong, April 2003.
Keywords : Texture, Gaussian mixture, Classification, Aerial images.
@INPROCEEDINGS{Permuter03,
|
| author |
= |
{Permuter, H. and Francos, J.M. and Jermyn, I. H.}, |
| title |
= |
{Gaussian Mixture Models of Texture and Colour for Image Database Retrieval}, |
| year |
= |
{2003}, |
| month |
= |
{April}, |
| booktitle |
= |
{Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, |
| address |
= |
{Hong Kong}, |
| pdf |
= |
{http://www-sop.inria.fr/members/Ian.Jermyn/publications/Permuter03icassp.pdf}, |
| keyword |
= |
{Texture, Gaussian mixture, Classification, Aerial images} |
| } |
Abstract :
We introduce Gaussian mixture models of ‘structure’ and
colour features in order to classify coloured textures in images,
with a view to the retrieval of textured colour images
from databases. Classifications are performed separately
using structure and colour and then combined using
a confidence criterion. We apply the models to the VisTex
database and to the classification of man-made and natural
areas in aerial images. We compare these models with others
in the literature, and show an overall improvement in
performance. |
|
178 - Classification d'images par approche variationnelle.
L. Blanc-Féraud. In Workshop on Vision, Image, and Agriculture, Dijon, January 2003.
Note : Invited talk.
@INPROCEEDINGS{LaureBF,
|
| author |
= |
{Blanc-Féraud, L.}, |
| title |
= |
{Classification d'images par approche variationnelle}, |
| year |
= |
{2003}, |
| month |
= |
{January}, |
| booktitle |
= |
{Workshop on Vision, Image, and Agriculture}, |
| address |
= |
{Dijon}, |
| note |
= |
{Invited talk.}, |
| keyword |
= |
{} |
| } |
|
179 - Building Extraction from Digital Elevation Model..
M. Ortner and X. Descombes and J. Zerubia. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Honk Kong, 2003.
@INPROCEEDINGS{mathiasicassp,
|
| author |
= |
{Ortner, M. and Descombes, X. and Zerubia, J.}, |
| title |
= |
{Building Extraction from Digital Elevation Model.}, |
| year |
= |
{2003}, |
| booktitle |
= |
{Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, |
| address |
= |
{Honk Kong}, |
| url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1199477}, |
| keyword |
= |
{} |
| } |
|
180 - Segmentation of Pathological Features in MRI Brain Datasets.
F. Kruggel and C. Chalopin and X. Descombes and V. Kovalev and J.C. Rajapakse. In ICONIP, invited paper, Singapore, November 2002.
@INPROCEEDINGS{kruggelXd,
|
| author |
= |
{Kruggel, F. and Chalopin, C. and Descombes, X. and Kovalev, V. and Rajapakse, J.C.}, |
| title |
= |
{Segmentation of Pathological Features in MRI Brain Datasets}, |
| year |
= |
{2002}, |
| month |
= |
{November}, |
| booktitle |
= |
{ICONIP, invited paper}, |
| address |
= |
{Singapore}, |
| url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1201981}, |
| keyword |
= |
{} |
| } |
|
181 - Fusion of Radiometry and Textural Information for SIRC Image Classification.
O. Viveros-Cancino and X. Descombes and J. Zerubia and N. Baghdadi. In Proc. IEEE International Conference on Image Processing (ICIP), Rochester, USA, September 2002.
@INPROCEEDINGS{oscarbaghdadi,
|
| author |
= |
{Viveros-Cancino, O. and Descombes, X. and Zerubia, J. and Baghdadi, N.}, |
| title |
= |
{Fusion of Radiometry and Textural Information for SIRC Image Classification}, |
| year |
= |
{2002}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. IEEE International Conference on Image Processing (ICIP)}, |
| address |
= |
{Rochester, USA}, |
| url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1038916}, |
| keyword |
= |
{} |
| } |
|
182 - Unsupervised Image Segmentation via Markov Trees and Complex Wavelets.
C. Shaffrey and N. Kingsbury and I. H. Jermyn. In Proc. IEEE International Conference on Image Processing (ICIP), Rochester, USA, September 2002.
Keywords : Segmentation, Hidden Markov Model, Texture, Colour.
@INPROCEEDINGS{ijking,
|
| author |
= |
{Shaffrey, C. and Kingsbury, N. and Jermyn, I. H.}, |
| title |
= |
{Unsupervised Image Segmentation via Markov Trees and Complex Wavelets}, |
| year |
= |
{2002}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. IEEE International Conference on Image Processing (ICIP)}, |
| address |
= |
{Rochester, USA}, |
| pdf |
= |
{http://www-sop.inria.fr/members/Ian.Jermyn/publications/Shaffrey02icip.pdf}, |
| keyword |
= |
{Segmentation, Hidden Markov Model, Texture, Colour} |
| } |
Abstract :
The goal in image segmentation is to label pixels in an image based
on the properties of each pixel and its surrounding region. Recently
Content-Based Image Retrieval (CBIR) has emerged as an
application area in which retrieval is attempted by trying to gain
unsupervised access to the image semantics directly rather than
via manual annotation. To this end, we present an unsupervised
segmentation technique in which colour and texture models are
learned from the image prior to segmentation, and whose output
(including the models) may subsequently be used as a content
descriptor in a CBIR system. These models are obtained in a
multiresolution setting in which Hidden Markov Trees (HMT) are
used to model the key statistical properties exhibited by complex
wavelet and scaling function coefficients. The unsupervised Mean
Shift Iteration (MSI) procedure is used to determine a number of
image regions which are then used to train the models for each
segmentation class. |
|
183 - Psychovisual Evaluation of Image Segmentation Algorithms.
C. Shaffrey and I. H. Jermyn and N. Kingsbury. In Proc. Advanced Concepts for Intelligent Vision Systems, Ghent, Belgique, September 2002.
@INPROCEEDINGS{kingij,
|
| author |
= |
{Shaffrey, C. and Jermyn, I. H. and Kingsbury, N.}, |
| title |
= |
{Psychovisual Evaluation of Image Segmentation Algorithms}, |
| year |
= |
{2002}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. Advanced Concepts for Intelligent Vision Systems}, |
| address |
= |
{Ghent, Belgique}, |
| pdf |
= |
{http://www-sop.inria.fr/members/Ian.Jermyn/publications/acivs2002_final.pdf}, |
| keyword |
= |
{} |
| } |
|
184 - Evaluation Methodologies for Image Retrieval Systems.
I. H. Jermyn and C. Shaffrey and N. Kingsbury. In Proc. Advanced Concepts for Intelligent Vision Systems, Ghent, Belgique, September 2002.
@INPROCEEDINGS{shaffreyij,
|
| author |
= |
{Jermyn, I. H. and Shaffrey, C. and Kingsbury, N.}, |
| title |
= |
{Evaluation Methodologies for Image Retrieval Systems}, |
| year |
= |
{2002}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. Advanced Concepts for Intelligent Vision Systems}, |
| address |
= |
{Ghent, Belgique}, |
| pdf |
= |
{http://www-sop.inria.fr/members/Ian.Jermyn/publications/acivs2002final.pdf}, |
| keyword |
= |
{} |
| } |
|
185 - Satellite and aerial image deconvolution using an EM method with complex wavelets.
A. Jalobeanu and R. Nowak and J. Zerubia and M. Figueiredo. In Proc. IEEE International Conference on Image Processing (ICIP), Rochester, USA, September 2002.
@INPROCEEDINGS{nowakjalojz,
|
| author |
= |
{Jalobeanu, A. and Nowak, R. and Zerubia, J. and Figueiredo, M.}, |
| title |
= |
{Satellite and aerial image deconvolution using an EM method with complex wavelets}, |
| year |
= |
{2002}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. IEEE International Conference on Image Processing (ICIP)}, |
| address |
= |
{Rochester, USA}, |
| url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1038028}, |
| keyword |
= |
{} |
| } |
|
186 - Image processing for high resolution satellite and aerial data.
J. Zerubia. In Proc. European Signal Processing Conference (EUSIPCO), Toulouse, France, September 2002.
@INPROCEEDINGS{jzEusipco,
|
| author |
= |
{Zerubia, J.}, |
| title |
= |
{Image processing for high resolution satellite and aerial data}, |
| year |
= |
{2002}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. European Signal Processing Conference (EUSIPCO)}, |
| address |
= |
{Toulouse, France}, |
| url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7072252}, |
| keyword |
= |
{} |
| } |
|
187 - Unsupervised segmentation of textured satellite and aerial images with Bayesian methods.
S. Wilson and J. Zerubia. In Proc. European Signal Processing Conference (EUSIPCO), Toulouse, France, September 2002.
@INPROCEEDINGS{wilsonjz,
|
| author |
= |
{Wilson, S. and Zerubia, J.}, |
| title |
= |
{Unsupervised segmentation of textured satellite and aerial images with Bayesian methods}, |
| year |
= |
{2002}, |
| month |
= |
{September}, |
| booktitle |
= |
{Proc. European Signal Processing Conference (EUSIPCO)}, |
| address |
= |
{Toulouse, France}, |
| url |
= |
{http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7071914}, |
| keyword |
= |
{} |
| } |
|
188 - A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas.
G. Rellier and X. Descombes and J. Zerubia and F. Falzon. In Proc. International Conference on Pattern Recognition (ICPR), Québec, Canada, August 2002.
@INPROCEEDINGS{rellierXDfalzon,
|
| author |
= |
{Rellier, G. and Descombes, X. and Zerubia, J. and Falzon, F.}, |
| title |
= |
{A Gauss-Markov Model for Hyperspectral Texture Analysis of Urban Areas}, |
| year |
= |
{2002}, |
| month |
= |
{August}, |
| booktitle |
= |
{Proc. International Conference on Pattern Recognition (ICPR)}, |
| address |
= |
{Québec, Canada}, |
| url |
= |
{http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1044850}, |
| keyword |
= |
{} |
| } |
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