ENHANCING DOCUMENTS PORTRAYED IN DIGITAL IMAGES

    公开(公告)号:US20180024974A1

    公开(公告)日:2018-01-25

    申请号:US15658289

    申请日:2017-07-24

    Applicant: DROPBOX, INC.

    Abstract: The present disclosure is directed toward systems and methods that efficiently and effectively generate an enhanced document image of a displayed document in an image frame captured from a live image feed. For example, systems and methods described herein apply a document enhancement process to a displayed document in an image frame that result in an enhanced document image that is cropped, rectified, un-shadowed, and with dark text against a mostly white background. Additionally, systems and method described herein determine whether a stored digital content item includes a displayed document. In response to determining that a stored digital content item does include a displayed document, systems and methods described herein generate an enhanced document image of a displayed document included in the stored digital content item.

    Systems and Methods for Automated Image Cropping
    13.
    发明申请
    Systems and Methods for Automated Image Cropping 审中-公开
    自动图像裁剪的系统和方法

    公开(公告)号:US20160203585A1

    公开(公告)日:2016-07-14

    申请号:US15076394

    申请日:2016-03-21

    Applicant: Dropbox, Inc.

    Abstract: Systems and methods in accordance with embodiments of the invention automatically crop images based upon the location of one or more regions of interest (ROIs) identified within the cropped image. In one embodiment, an image cropping application configures a processor to utilize at least one object detector to identify at least one region of interest within an image. A plurality of candidate cropped images within the image are selected and for each candidate cropped image, an output is generated by weighting each of the at least one region of interest contained within the candidate cropped image as a function of its position within the candidate cropped image. A crop location can then be selected based upon the candidate cropped image having the largest output.

    Abstract translation: 根据本发明的实施例的系统和方法基于在裁剪图像内识别的一个或多个感兴趣区域(ROI)的位置来自动裁剪图像。 在一个实施例中,图像裁剪应用程序配置处理器以利用至少一个对象检测器来识别图像内的至少一个感兴趣区域。 选择图像内的多个候选裁剪图像,并且对于每个候选剪切图像,通过对包含在候选裁剪图像内的至少一个感兴趣区域中的每一个作为其在候选裁剪图像内的位置的函数来加权来生成输出 。 然后可以基于具有最大输出的候选裁剪图像来选择裁剪位置。

    Generating and utilizing normalized scores for classifying digital objects

    公开(公告)号:US10255527B2

    公开(公告)日:2019-04-09

    申请号:US15711469

    申请日:2017-09-21

    Applicant: DROPBOX, INC.

    Abstract: The present disclosure is directed toward systems and methods that enable more accurate digital object classification. In particular, disclosed systems and methods address inaccuracies in digital object classification introduced by variations in classification scores. Specifically, in one or more embodiments, disclosed systems and methods generate probability functions utilizing digital test objects and transform classifications scores into normalized classification scores utilizing probability functions. Disclosed systems and methods utilize normalized classification scores to more accurately classify and identify digital objects in a variety of applications.

    Event-based image classification and scoring

    公开(公告)号:US10140517B2

    公开(公告)日:2018-11-27

    申请号:US14453284

    申请日:2014-08-06

    Applicant: Dropbox, Inc.

    Abstract: Embodiments of the present invention analyze and score each image associated with a group to determine representative image or images for the group. Such analysis can include detecting objects shown in the images, determining the quality of the images, and/or contextually analyzing the images as a group. In some embodiments, each image in a group (e.g., an event) of images can be analyzed by one or more image analysis modules that calculate a score for the image based on a different image characteristic. A composite image score can then be calculated based on the various image characteristic scores to identify the image or images to be used as to represent the group.

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