Welcome   Organizing Committee   Technical Program Committee   Important Dates   Tutorial Sessions   Author Area   Conference Topics   Registration   Check Abstract Status   Exhibition   Sponsoring   Workshops and Meetings   General Information   Moving Around   Events   Accommodation   Travel Support   Student Prize   Contacts   Plenary Agenda   Preliminary Program  NEW!       Search       All Sessions and Papers       Advanced Program (PDF)       Citation Information       of Presented Papers  NEW!   Social Tours   Plenary Presentations Live   CALL FOR PAPERS (PDF)	26/7/07    09:00 - 12:40 Hyperspectral Data Classification Th11MF Room: 133 Chair: Melba Crawford CoChair: Lorenzo Bruzzone Regression Approaches to Small Sample Inverse Covariance Matrix Estimation for Hyperspectral Image Classification Are C. Jensen, Asbjørn Berge, Anne S. Solberg Multiresolution Manifold Learning for Classification of Hyperspectral Data Wonkook Kim, Yangchi Chen, Melba M. Crawford, James C. Tilton, Joydeep Ghosh Hyperspectral Image Classification Using KNWFE with Conformal Transformation for Kernel Selection Bor-Chen Kuo, Cheng-Hsuan Li, Tian-Wei Sheu, Chih-Cheng Hung Classification of Hyperspectral Data by Continuation Semi-Supervised SVM Mingmin Chi, Lorenzo Bruzzone Controlling the Spectral-Spatial Mix in Context Classification Using Markov Random Fields Xiuping Jia, John A. Richards Hyperspectral Image Classification with Mahalanobis Relevance Vector Machines Gustavo Camps-Valls, Antonio Rodrigo-González, Jordi Muñoz-Marí, Luis Gómez-Chova, Javier Calpe-Maravilla Improving Hyperspectral Classification Based on Wavelet Decomposition Ophir Almog, Maxim Shoshany, Victor Alchanatis Evaluation of Bayesian Hyperspectral Image Segmentation with a Discriminative Class Learning Janete S. Borges, André R.S. Marçal, José M. Bioucas-Dias Does An Endmember Set Really Yield Maximum Simplex Volume? Chao-Cheng Wu, Chein-I Chang A Machine Learning Approach for Finding Hyperspectral Endmembers Amit Banerjee, Philippe Burlina, Joshua Broadwater