Prof. David A. Landgrebe Profile

Prof. David A. Landgrebe

Electrical Engineering Prof. at Purdue Univ

SPIE Involvement:

Author

Proceedings Article | 28 January 2002 Paper

Toward a maximally effective means for analysis of hyperspectral data

David Landgrebe

Proceedings Volume 4541, (2002) https://doi.org/10.1117/12.454160

KEYWORDS: Statistical analysis, Remote sensing, Data analysis, Feature extraction, Data processing, Image classification, Signal processing, Earth sciences, Agriculture, Sensors

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Proceedings Article | 23 August 2000 Paper

Effect of the number of samples used in a leave-one-out covariance estimator

Larry Biehl, David Landgrebe

Proceedings Volume 4049, (2000) https://doi.org/10.1117/12.410360

KEYWORDS: Statistical analysis, Error analysis, Detection and tracking algorithms, Performance modeling, Statistical modeling, Estimation theory, Remote sensing, Hyperspectral target detection, Target detection, Hyperspectral imaging

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Proceedings Article | 21 April 1999 Paper

Some fundamentals and methods for hyperspectral image data analysis

David Landgrebe

Proceedings Volume 3603, (1999) https://doi.org/10.1117/12.346731

KEYWORDS: Data analysis, Feature extraction, Statistical analysis, Remote sensing, Agriculture, Vegetation, Distance measurement, Sensors, Stochastic processes, Hyperspectral imaging

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Proceedings Article | 16 October 1998 Paper

Statistics enhancement in hyperspectral data analysis using spectral-spatial labeling, the EM algorithm, and the leave-one-out covariance estimator

Pi-Fuei Hsieh, David Landgrebe

Proceedings Volume 3438, (1998) https://doi.org/10.1117/12.328101

KEYWORDS: Expectation maximization algorithms, Statistical analysis, Matrices, Error analysis, Data analysis, Minerals, Absorption, Reflectivity, Optimization (mathematics), Electrical engineering

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Proceedings Article | 31 October 1997 Paper

Progress toward information-extraction methods for hyperspectral data

David Landgrebe

Proceedings Volume 3118, (1997) https://doi.org/10.1117/12.278934

KEYWORDS: Statistical analysis, Feature extraction, Remote sensing, Sensors, Data analysis, Distance measurement, Stochastic processes, Detection theory, Image analysis, Analytical research

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Proceedings Article | 12 June 1995 Paper

Analysis of multispectral and hyperspectral data

David Landgrebe

Proceedings Volume 2480, (1995) https://doi.org/10.1117/12.210898

KEYWORDS: Analytical research, Sensors, Diagnostics, Remote sensing, Spatial resolution, Statistical analysis, Hyperspectral systems, Satellites, Data analysis, Visualization

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Proceedings Article | 29 October 1993 Paper

Algorithm for classification of multispectral data and its implementation on a massively parallel computer

Behzad Shahshahani, David Landgrebe

Proceedings Volume 2032, (1993) https://doi.org/10.1117/12.162033

KEYWORDS: Data modeling, Expectation maximization algorithms, Statistical analysis, Statistical modeling, Computing systems, Error analysis, Silicon, Electrical engineering, Agriculture, Roads

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Proceedings Article | 16 December 1992 Paper

Asymptotic improvement of supervised learning by utilizing additional unlabeled samples: normal mixture density case

Behzad Shahshahani, David Landgrebe

Proceedings Volume 1766, (1992) https://doi.org/10.1117/12.130825

KEYWORDS: Machine learning, Matrices, Signal processing, Statistical analysis, Stochastic processes, Image processing, Lithium, Remote sensing, Mathematics, Electrical engineering

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Showing 5 of 8 publications

Conference Committee Involvement (3)

Image and Signal Processing for Remote Sensing XI

20 September 2005 | Bruges, Belgium

Image and Signal Processing for Remote Sensing X

13 September 2004 | Maspalomas, Canary Islands, Spain

Image and Signal Processing for Remote Sensing IX

9 September 2003 | Barcelona, Spain

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