A Reconfigurable Computing Framework for Multi-scale Cellular Image Processing (2008)
Reid Porter, Jan Frigo, Al Conti, Neal Harvey, Garrett Kenyon, Maya Gokhale
Cellular computing architectures represent an important class of computation that are characterized by simple processing elements, local interconnect and massive parallelism. These architectures are...
Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification (2007)
Reid Porter, Neal Harvey, Simon Perkins, James Theiler, Steven Brumby, Jeff Bloch, ...
Abstract. We propose a system for solving pixel-based multi-spectral image classification problems with high throughput pipelined hardware. We introduce a new shared weight network architecture that...
Simon Perkins, Reid Porter, Neal Harvey
Abstract. Evolutionary algorithms are useful optimization tools but are very time consuming to run. We present a self-contained FPGAbased implementation ofa spatially-structured evolutionary...
Simon Perkins, Reid Porter, Neal Harvey
Abstract. Evolutionary algorithms are useful optimization tools but are very time consuming to run. We present a self-contained FPGAbased implementation of a spatially-structured evolutionary...
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...