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In recent years, the use of license plate recognition technology in traffic monitor has attracted a lot of attention because it can be used in a smart city to do criminal investigation and traffic detection. License plate recognition technology has been widely used in parking lot management systems which has fixed shooting angle and lighting environments. The license plate recognition used in traffic...
Sequential minimal optimization (SMO) and Karush–Kuhn–Tucker condition are often used to solve learning problems in support vector machines. However, during hardware implementation of the SMO algorithm, enhancing chip performance without excessively increasing chip area is often a crucial issue. The solution proposed in this paper is a novel reconfigurable and efficient chip design with SMO-based...
The decision trees and their variants recently have been proposed. All trees used are fixed M-ary tree-structured, such that the training samples in each node must be artificially divided into a fixed number of branches. This study proposes a fuzzy variable-branch decision tree (FVBDT) based on the fuzzy genetic algorithm (FGA). The FGA automatically searches for the proper number of branches of each...
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