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In this papar, we propose a method in which pictures of security camere are administered automatically. The administered target is lost property. In case of searching objects with security camera, there are infinitely variou sizes and orientations of the object to be searched. Therefore, we propose an object search method which is adapted to transformation of the object. We use a template matching using Genetic Algorithm (GA) for detection of lost property. Moreover, GA is suitable for global search problems, but it is not necessarily suitable for local search problems. Therefore the local search technique is included to improve GA property. Object search in our proposed method is divided into two parts, global search and local search. In the local search, we use a simple random search. According to experimental results, in the global search, search accuracy is relatively good in the almost experiments, but the local search is not so effective in the almost experiments. In the future, we need to improve fitness function in the global and local search.

Lost Property Detection by Genetic Algorithm with Local Search