28 search results - page 1 / 6 » Bayesian Hyperspectral Image Segmentation with Discriminativ... |
95
Voted
IBPRIA
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. This paper presents a new Bayesian approach to hyperspectral image segmentation that boosts the performance of the discriminative classifiers. This is achieved by combin...
109
Voted
TNN
2008
15 years 9 days ago
2008
Abstract--Hyperspectral imagery affords researchers all discriminating details needed for fine delineation of many material classes. This delineation is essential for scientific re...
101
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
In this paper, we investigate linear discriminant analysis (LDA) methods for multiclass classification problems in hyperspectral imaging. We note that LDA does not consider pairwi...
117
Voted
ECCV
2008
Springer
16 years 2 months ago
2008
Springer
Abstract. Sparse signal models learned from data are widely used in audio, image, and video restoration. They have recently been generalized to discriminative image understanding t...
116
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
Sparse signal models have been the focus of much recent research, leading to (or improving upon) state-of-the-art results in signal, image, and video restoration. This article ext...