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METHOD AND DEVICE FOR LEARNING BETWEEN DOCUMENTS IN DIFFERENT LANGUAGES USING IMAGES, AND METHOD AND DEVICE FOR SEARCHING CROSS-LINGUAL DOCUMENT
METHOD AND DEVICE FOR LEARNING BETWEEN DOCUMENTS IN DIFFERENT LANGUAGES USING IMAGES, AND METHOD AND DEVICE FOR SEARCHING CROSS-LINGUAL DOCUMENT
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机译:使用图像学习不同语言的文档之间的方法和装置,以及搜索跨语言文档的方法和装置
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摘要
PROBLEM TO BE SOLVED: To provide a method for learning between documents in different languages that indirectly uses images.;SOLUTION: A first training data set including a pair group of a first language document and an image is prepared, and a second training data set including a pair group of a second language document and an image is prepared. In the first training data set, a first feature vector and a second feature vector are extracted from the first language document and from the image, respectively. In the second training data set, a third feature vector and the second feature vector are extracted from the second language document and from the image, respectively. The first, second, and third feature vectors are then used for conducting a generalization canonical correlation analysis so that the first and third feature vectors are mapped using the second feature vector.;SELECTED DRAWING: Figure 3;COPYRIGHT: (C)2017,JPO&INPIT
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