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Method and system for identifying and addressing imaging artifacts to enable a software system to provide financial services based on an image of a financial document

机译:用于识别和处理成像伪像以使软件系统能够基于财务文件的图像提供财务服务的方法和系统

摘要

A method and system identifies and addresses imaging artifacts in an image of a financial document to enable a software system to provide financial services based on the image of the financial document. The method and system receive document image data, extract image features from the document image data, and apply the image features to an analytics model to generate an image classification, according to one embodiment. The method and system use the image classification to determine whether the document image data contains one or more particular image artifacts (e.g., Moiré patterns), according to one embodiment. If the software system determines that it is likely that the document image data contains one or more particular image artifacts, then the software system applies a filter (e.g., a median filter) to the document image data to reduce and/or remove the one or more particular image artifacts, according to one embodiment.
机译:一种方法和系统识别并解决金融文件图像中的成像伪像,以使软件系统能够基于该金融文件图像提供金融服务。根据一个实施例,该方法和系统接收文档图像数据,从文档图像数据中提取图像特征,并将该图像特征应用于分析模型以生成图像分类。根据一个实施例,该方法和系统使用图像分类来确定文档图像数据是否包含一个或多个特定图像伪像(例如,莫尔图案)。如果软件系统确定文档图像数据可能包含一个或多个特定的图像伪影,则软件系统会对文档图像数据应用过滤器(例如中值过滤器)以减少和/或移除一个或多个根据一个实施例,更具体的图像伪像。

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