Steven P. Brumby

processing (2007)

Steven P. Brumby, Neal R. Harvey, Simon Perkins, Reid B. Porter, John J. Szymanski, James Theiler, ...

genetic algorithm for combining new and existing image

Parallel (2007)

Neal R. Harvey, Steven P. Brumby, Simon J. Perkins, Reid B. Porter, James Theiler, A. Cody Young, ...

evolution of image processing tools for multispectral imagery

Image Feature Extraction: GENIE vs Conventional Supervised Classification Techniques", accepted by IEEE Transactions on Geoscience and Remote Sensing (2002)

Neal R. Harvey, Steven P. Brumby, Simon Perkins, James Theiler, John J. Szymanski, J. Bloch, ...

Abstract — We have developed an automated feature detection/classification system, called Genie (GENetic Imagery Exploitation), which has been designed to generate image processing pipelines for a...

Automated Simultaneous Multiple Feature Classification of MTI Data (2002)

Neal Harvey James, James Theiler, Lee Balick, Paul Pope, John J. Szymanski, Simon J. Perkins, ...

Los Alamos National Laboratory has developed and demonstrated a highly capable system, GENIE, for the twoclass problem of detecting a single feature against a background of non-feature. In addition...

Comparison of GENIE and Conventional Supervised Classifiers for Multispectral Image Feature Extraction (2002)

Neal R. Harvey, James Theiler, Steven P. Brumby, Simon Perkins, John J. Szymanski, Jeffrey J. Bloch, ...

We have developed an automated feature detection /classification system, called GENetic Imagery Exploitation (GENIE), which has been designed to generate image processing pipelines for a variety of...

Support Vector Machines for Broad Area Feature Extraction (2001)

Simon Perkins, Neal R. Harvey, Steven P. Brumby, Kevin Lacker

Classification of broad area features in satellite imagery is one of the most important applications of remote sensing. It is often di#cult and time-consuming to develop classifiers by hand, so many...

GENIE: A Hybrid Genetic Algorithm for Feature Classification (2000)

Simon Perkins, James Theiler, Steven P. Brumby, Neal R. Harvey, Reid Porter, John J. Szymanski, ...

We consider the problem of pixel-by-pixel classification of a multi-spectral image using supervised learning. Conventional supervised classification techniques such as maximiun likelihood...

Finding golf courses: The ultra high tech approach (2000)

Neal R. Harvey, Simon Perkins, Steven P. Brumby, James Theiler, Reid B. Porter, A. Cody Young, ...

Abstract. The search for a suitable golf course is a very important issue in the travel plans of any modern manager. Modern management is also infamous for its penchant for high-tech gadgetry. Here...

Evolving retrieval algorithms with a genetic programming scheme (1999)

James Theiler, Neal R. Harvey, Steven P. Brumby, John J. Szymanski, Steven Alferink, Simon Perkins, ...

The retrieval of scene properties (surface temperature, material type, vegetation health, etc.) from remotely sensed data is the ultimate goal of many earth observing satellites. The algorithms that...

Investigation of Image Feature Extraction by a Genetic Algorithm (1999)

Steven P. Brumby, James Theiler, Simon J. Perkins, Neal Harvey, John J. Szymanski, Jeffrey J. Bloch, ...

We describe the implementation and performance of a genetic algorithm (GA) which generates image feature extraction algorithms for remote sensing applications. We describe our basis set of primitive...