OMNI-CHANNEL MANAGEMENT APPARATUS AND METHOD FOR THE SAME

    公开(公告)号:US20180315108A1

    公开(公告)日:2018-11-01

    申请号:US15959454

    申请日:2018-04-23

    Abstract: An omni-channel management method includes receiving a distribution channel information and a product purchase information from each of a plurality of distribution channels, and integrating the received distribution channel information and the product purchase information; applying an image identification technology and a voice identification technology to retrieve and integrate information related to a product; receiving and integrating product information from a manufacturer, a seller, or a web site; verifying consistency of the integrated product information by checking whether detailed information included in the integrated product information is related to a same product; and providing the consistency-secured product information to a consumer and a plurality of distribution channels.

    DATA CONVERSION DEVICE AND METHOD IN DEEP NEURAL CIRCUIT

    公开(公告)号:US20220012589A1

    公开(公告)日:2022-01-13

    申请号:US17370585

    申请日:2021-07-08

    Abstract: A data learning device in a deep learning network characterized by a high image resolution and a thin channel at an input stage and an output stage and a low image resolution and a thick channel in an intermediate deep layer includes a feature information extraction unit configured to extract global feature information considering an association between all elements of data when generating an initial estimate in the deep layer; a direct channel-to-image conversion unit configured to generate expanded data having the same resolution as a final output from the generated initial estimate of the global feature information or intermediate outputs sequentially generated in subsequent layers; and a comparison and learning unit configured to calculate a difference between the expanded data generated by the direct channel-to-image conversion unit and a prepared ground truth value and update network parameters such that the difference is decreased.

    SHOE IMAGE RETRIEVAL APPARATUS AND METHOD USING MATCHING PAIR
    9.
    发明申请
    SHOE IMAGE RETRIEVAL APPARATUS AND METHOD USING MATCHING PAIR 有权
    SHOE图像检索装置和使用匹配对的方法

    公开(公告)号:US20150139555A1

    公开(公告)日:2015-05-21

    申请号:US14337001

    申请日:2014-07-21

    Abstract: Provided are a shoe image retrieval apparatus and method using a matching pair, which can accurately retrieve image information corresponding to an inputted image from the database and provide the retrieved image information, by normalizing a correspondence relation in consideration of geometric image transformation about the matching pair and allowing a similar image to be retrieved by applying the normalized correspondence relation. It is possible to detect optimum geometric image transformation from a matching pair between the inputted shoe image and the image stored in the database and simultaneously retrieve a plurality of objects in the inputted shoe image based on the detected geometric image transformation, thereby providing an efficient shoe retrieval service.

    Abstract translation: 提供一种使用匹配对的鞋图像检索装置和方法,其可以通过考虑关于匹配对的几何图像变换来归一化对应关系,从而从数据库中准确地检索与输入图像相对应的图像信息并提供检索到的图像信息 并通过应用归一化的对应关系来允许检索相似的图像。 可以从输入的鞋图像和存储在数据库中的图像之间的匹配对中检测最佳几何图像变换,并且基于检测到的几何图像变换同时检索输入的鞋子图像中的多个对象,从而提供有效的鞋 检索服务。

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