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REGION BASED IMAGE RETRIEVAL METHOD USING REGION FILTERING

机译:基于区域滤波的基于区域的图像检索方法

摘要

A region based image retrieval method using region filtering is provided to reduce image retrieval time by performing query region based region filtering. A query generating unit generates an initial query from a sample image received from a user(S110), and a distance calculating unit calculates the distance between a query point about each region which constitutes a sample image and an image which is stored at a database by using a distance function(S120). An image returning unit returns K images to a user in a low sequence concerned with the calculated distance values(S130). An adoptability receiving unit is informed from a user whether or not the K images are proper(S140), and a region class unit constitutes an initial region class by using each region which constitutes a proper image(S150). An initial query calculating unit determines an optimized class layer structure and calculates a new query point for each region(S160). An updating weight value calculating unit calculates an updated weight value for each region(S170), and an update query generating unit generates an updated query by using the initial query point and the updated weight value. A region filtering unit filters only regions, which exist in a query region, by performing a region filtering operation(S190).
机译:提供了一种使用区域过滤的基于区域的图像检索方法,以通过执行基于查询区域的区域过滤来减少图像检索时间。查询生成单元根据从用户接收的样本图像生成初始查询(S110),并且距离计算单元通过以下步骤计算关于构成样本图像的每个区域的查询点与存储在数据库中的图像之间的距离。使用距离函数(S120)。图像返回单元以与所计算的距离值有关的低顺序向用户返回K个图像(S130)。从用户通知可采纳性接收单元K个图像是否合适(S140),并且区域类别单元通过使用构成适当图像的每个区域来构成初始区域类别(S150)。初始查询计算单元确定优化的类层结构并为每个区域计算新的查询点(S160)。更新权重值计算单元计算每个区域的更新权重值(S170),并且更新查询生成单元通过使用初始查询点和更新权重值来生成更新查询。区域过滤单元通过执行区域过滤操作仅过滤存在于查询区域中的区域(S190)。

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