New-England Palladium Vol. XLII No. 49- December 17, 1813

A four page, semi-weekly paper that was published from 1803 to 1814.

Weekly Aurora, 21 February 1815 (vol. 5, no. 49) - Newspaper

Volumes of interest were published between 1812 and 1815 with articles about the War of 1812. Issue for Feb. 21, 1815, beginning on page 2 and continuing to take all of page 3 and some of page 4 is the full text headed: "TREATY OF PEACE" which is prefaced with an address by James Madison. Also in this issue is an article: "Victory At Orleans" and another article headed: "The War--From New Orleans".

Real-Time Automatic Object Classification and Tracking using Genetic Programming and NVIDIA R CUDA TM

Genetic Programming (GP) is a widely used methodology for solving various computational problems. GP's problem solving ability is usually hindered by its long execution times. In this thesis, GP is applied toward real-time computer vision. In particular, object classification and tracking using a parallel GP system is discussed. First, a study of suitable GP languages for object classification is presented. Two main GP approaches for visual pattern classification, namely the block-classifiers and the pixel-classifiers, were studied. Results showed that the pixel-classifiers generally performed better. Using these results, a suitable language was selected for the real-time implementation. Synthetic video data was used in the experiments. The goal of the experiments was to evolve a unique classifier for each texture pattern that existed in the video. The experiments revealed that the system was capable of correctly tracking the textures in the video. The performance of the system was on-par with real-time requirements.