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    • 1. 发明申请
    • USING CAMERA METADATA TO CLASSIFY IMAGES INTO SCENE TYPE CLASSES
    • 使用摄像机元数据将图像分类为场景类型类别
    • WO2007127230A2
    • 2007-11-08
    • PCT/US2007/009991
    • 2007-04-24
    • HEWLETT-PACKARD DEVELOPMENT COMPANY L.P.YEN, JonathanWU, PengTRETTER, Daniel
    • YEN, JonathanWU, PengTRETTER, Daniel
    • G06K9/00664G06K2209/27
    • In one aspect, a metadata-based classification result is obtained based on metadata (20) associated with an image (14). A histogram-based classification result is determined based on a histogram of intensity values derived from the image (14). The image (14) is classified into a scene type class based on the metadata-based classification result and the histogram-based classification result. In another aspect, a first condition is applied on a first one of metadata (20) associated with an image (14) corresponding to a measure of amount of light received in capturing the image (14) to obtain a first metadata-based classification result. A second condition is applied on a second one of the metadata (20) corresponding to a measure of brightness of the image (14) to obtain a second metadata- based classification result. The image (14) is classified into a scene type class based on the first and second metadata-based classification results.
    • 在一个方面,基于与图像(14)相关联的元数据(20)来获得基于元数据的分类结果。 基于直方图的分类结果基于从图像(14)导出的强度值的直方图来确定。 图像(14)被分类为基于基于元数据的分类结果和基于直方图的分类结果的场景类型类。 在另一方面,第一条件被应用于与图像(14)相关联的第一元数据(20),其对应于在捕获图像(14)中接收到的光量的量度以获得第一基于元数据的分类结果 。 将第二条件应用于对应于图像(14)的亮度度量的元数据(20)中的第二个,以获得第二基于元数据的分类结果。 图像(14)基于第一和第二基于元数据的分类结果被分类为场景类型类别。