METHOD AND APPARATUS WITH IMAGE TRANSFORMATION

    公开(公告)号:US20230007964A1

    公开(公告)日:2023-01-12

    申请号:US17679492

    申请日:2022-02-24

    Abstract: A method with image transformation includes: identifying an original image; and determining a transformed image by inputting the original image to a neural network model configured to transform a color of the original image, wherein the neural network model comprises an operation block configured to perform white balancing on the original image, a correction block configured to correct a color of an output image of the operation block, and a mapping block configured to apply a lookup table to an output image of the correction block.

    APPARATUS AND METHOD FOR ESTIMATING MALIGNANT TUMOR
    14.
    发明申请
    APPARATUS AND METHOD FOR ESTIMATING MALIGNANT TUMOR 有权
    用于估计恶性肿瘤的装置和方法

    公开(公告)号:US20140200433A1

    公开(公告)日:2014-07-17

    申请号:US14031093

    申请日:2013-09-19

    Abstract: An apparatus for estimating a malignant tumor includes: a segmentor configured to segment a first medical image of an object into a first ROI including a mass and a second medical image of the object into a second ROI including a mass; an interest region determiner configured to acquire a first matched ROI and a second matched ROI, which is matched to the first matched ROI based on location information of the first ROI and the second ROI, respectively; a feature extractor configured to extract a similar feature indicating a degree of similarity between the first matched ROI and the second matched ROI, from the first matched ROI and the second matched ROI; and a classifier configured to generate malignant tumor information indicating whether the mass included in the first matched ROI and the second matched ROI is the malignant tumor, based on the extracted similar feature.

    Abstract translation: 用于估计恶性肿瘤的装置包括:分割器,被配置为将物体的第一医学图像分割成包括物体的质量和第二医学图像的第一ROI,包括质量的第二ROI; 感兴趣区域确定器,其被配置为分别基于所述第一ROI和所述第二ROI的位置信息来获取与所述第一匹配ROI匹配的第一匹配ROI和第二匹配ROI; 特征提取器,被配置为从所述第一匹配ROI和所述第二匹配ROI中提取指示所述第一匹配ROI和所述第二匹配ROI之间的相似度的类似特征; 以及分类器,其被配置为基于所提取的相似特征,生成指示包括在所述第一匹配ROI和所述第二匹配ROI中的质量是否为恶性肿瘤的恶性肿瘤信息。

    METHOD AND DEVICE WITH DATA PROCESSING USING NEURAL NETWORK

    公开(公告)号:US20250061552A1

    公开(公告)日:2025-02-20

    申请号:US18934744

    申请日:2024-11-01

    Abstract: A processor-implemented method with data processing using a neural network includes: determining a first translated image by translating a first image based on a second image, the first image and a second image that having different distortions, such that a distortion of the first image corresponds to a distortion of the second image; determining a first retranslated image by translating the first translated image such that a distortion of the first translated image corresponds to a distortion of the first image; and training a first deformation field generator configured to determine a first relative deformation field that represents a relative deformation from the first image to the second image and a second deformation field generator configured to determine a second relative deformation field that represents a relative deformation from the second image to the first image, based on a loss between the first retranslated image and the first image.

    METHOD AND DEVICE WITH DATA PROCESSING USING NEURAL NETWORK

    公开(公告)号:US20220366548A1

    公开(公告)日:2022-11-17

    申请号:US17575002

    申请日:2022-01-13

    Abstract: A processor-implemented method with data processing using a neural network includes: determining a first translated image by translating a first image based on a second image, the first image and a second image that having different distortions, such that a distortion of the first image corresponds to a distortion of the second image; determining a first retranslated image by translating the first translated image such that a distortion of the first translated image corresponds to a distortion of the first image; and training a first deformation field generator configured to determine a first relative deformation field that represents a relative deformation from the first image to the second image and a second deformation field generator configured to determine a second relative deformation field that represents a relative deformation from the second image to the first image, based on a loss between the first retranslated image and the first image.

    IMAGE OBTAINING METHOD AND APPARATUS
    20.
    发明申请

    公开(公告)号:US20190037118A1

    公开(公告)日:2019-01-31

    申请号:US15805741

    申请日:2017-11-07

    Inventor: Dokwan OH

    Abstract: A method of obtaining an image from an image sensor provided in a vehicle includes obtaining a vehicle speed of the vehicle; adjusting a shutter speed of the image sensor; adjusting either one or both of an international organization for standardization sensitivity (ISO) of the image sensor and an aperture of the image sensor based on the vehicle speed; and obtaining the image from the image sensor based on the adjusted shutter speed and the adjusted either one or both of the ISO and the aperture.

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