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A Computational Paradigm On Network-Based Models Of Computation, Venkatavasu Bokka
A Computational Paradigm On Network-Based Models Of Computation, Venkatavasu Bokka
Computer Science Theses & Dissertations
The maturation of computer science has strengthened the need to consolidate isolated algorithms and techniques into general computational paradigms. The main goal of this dissertation is to provide a unifying framework which captures the essence of a number of problems in seemingly unrelated contexts in database design, pattern recognition, image processing, VLSI design, computer vision, and robot navigation. The main contribution of this work is to provide a computational paradigm which involves the unifying framework, referred to as the multiple Query problem, along with a generic solution to the Multiple Query problem.
To demonstrate the applicability of the paradigm, a …
High Performance Issues In Image Processing And Computer Vision, Jingyuan Zhang
High Performance Issues In Image Processing And Computer Vision, Jingyuan Zhang
Computer Science Theses & Dissertations
Typical image processing and computer vision tasks found in industrial, medical, and military applications require real-time solutions. These requirements have motivated the design of many parallel architectures and algorithms. Recently, a new architecture called the reconfigurable mesh has been proposed. This thesis addresses a number of problems in image processing and computer vision on reconfigurable meshes.
We first show that a number of low-level descriptors of a digitized image such as the perimeter, area, histogram and median row can be reduced to computing the sum of all the integers in a matrix, which in turn can be reduced to computing …