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In this paper we test the efficiency and speedup achieved by parallel computation of a multilayer neural net algorithm, as compared to the time absorbance of a standard sequential algorithm. Analytical expressions for the communication overhead and floating point operations are derived. Based on these, the load balancing problem is solved as a nonlinear programming formulation. The parallel algorithm...
Effective feature vectors are needed if artificial neural networks (ANNs) are to provide an efficient method for classifying an area of interest (AOI) in a visual image captured from closed circuit television systems (CCTV) with the camera static. Problems of object orientation (rotation) and scale (size variation due to viewing distances) in an image are important in moving object classification...
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