28.01.2013 Views

Tripa IGRSS 2007.indd - congress.cimne.com - UPC

Tripa IGRSS 2007.indd - congress.cimne.com - UPC

Tripa IGRSS 2007.indd - congress.cimne.com - UPC

SHOW MORE
SHOW LESS

Create successful ePaper yourself

Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.

IEEE International Geoscience and Remote Sensing Symposium - IGARSS Barcelona 2007<br />

Thursday Morning<br />

Thursday Morning (09:00 - 12:40)<br />

Room: 133<br />

Th11MF. Hyperspectral Data Classification<br />

Co-Chairs: Melba Crawford , Lorenzo Bruzzone<br />

09:00 Regression Approaches to Small Sample Inverse Covariance<br />

Matrix Estimation for Hyperspectral Image Classification<br />

Are C. Jensen, Asbjørn Berge, Anne S. Solberg<br />

09:20 Multiresolution Manifold Learning for Classification of<br />

Hyperspectral Data<br />

Wonkook Kim, Yangchi Chen, Melba M. Crawford, James C. Tilton, Joydeep<br />

Ghosh<br />

09:40 Hyperspectral Image Classification Using KNWFE with<br />

Conformal Transformation for Kernel Selection<br />

Bor-Chen Kuo, Cheng-Hsuan Li, Tian-Wei Sheu, Chih-Cheng Hung<br />

10:00 Classification of Hyperspectral Data by Continuation Semi-<br />

Supervised SVM<br />

Mingmin Chi, Lorenzo Bruzzone<br />

10:20 Controlling the Spectral-Spatial Mix in Context Classification<br />

Using Markov Random Fields<br />

Xiuping Jia, John A. Richards<br />

10:40 COFFEE BREAK<br />

11:00 Hyperspectral Image Classification with Mahalanobis<br />

Relevance Vector Machines<br />

Gustavo Camps-Valls, Antonio Rodrigo-González, Jordi Muñoz-Marí, Luis<br />

Gómez-Chova, Javi Calpe-Maravilla<br />

11:20 Improving Hyperspectral Classification Based on Wavelet<br />

De<strong>com</strong>position<br />

Ophir Almog, Maxim Shoshany, Victor Alchanatis<br />

11:40 Evaluation of Bayesian Hyperspectral Image Segmentation<br />

with a Discriminative Class Learning<br />

Janete S. Borges, André R.S. Marçal, José M. Bioucas-Dias<br />

12:00 Does An Endmember Set Really Yield Maximum Simplex<br />

Volume?<br />

Chao-Cheng Wu, Chein-I Chang<br />

12:20 A Machine Learning Approach for Finding Hyperspectral<br />

Endmembers<br />

Amit Banerjee, Philippe Burlina, Joshua Broadwater<br />

166<br />

Thursday

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!