Estimating depth from a single image
    2.
    发明授权
    Estimating depth from a single image 有权
    从单个图像估计深度

    公开(公告)号:US09275078B2

    公开(公告)日:2016-03-01

    申请号:US14288233

    申请日:2014-05-27

    Applicant: eBay Inc.

    Abstract: During a training phase, a machine accesses reference images with corresponding depth information. The machine calculates visual descriptors and corresponding depth descriptors from this information. The machine then generates a mapping that correlates these visual descriptors with their corresponding depth descriptors. After the training phase, the machine may perform depth estimation based on a single query image devoid of depth information. The machine may calculate one or more visual descriptors from the single query image and obtain a corresponding depth descriptor for each visual descriptor from the generated mapping. Based on obtained depth descriptors, the machine creates depth information that corresponds to the submitted single query image.

    Abstract translation: 在训练阶段,机器访问具有相应深度信息的参考图像。 该机器根据该信息计算视觉描述符和相应的深度描述符。 然后,机器生成将这些可视描述符与其相应的深度描述符相关联的映射。 在训练阶段之后,机器可以基于没有深度信息的单个查询图像来执行深度估计。 机器可以从单个查询图像计算一个或多个可视描述符,并从所生成的映射中获得每个可视描述符的相应深度描述符。 基于获得的深度描述符,机器创建与提交的单个查询图像相对应的深度信息。

    Estimating depth from a single image

    公开(公告)号:US10255686B2

    公开(公告)日:2019-04-09

    申请号:US15408648

    申请日:2017-01-18

    Applicant: eBay Inc.

    Abstract: During a training phase, a machine accesses reference images with corresponding depth information. The machine calculates visual descriptors and corresponding depth descriptors from this information. The machine then generates a mapping that correlates these visual descriptors with their corresponding depth descriptors. After the training phase, the machine may perform depth estimation based on a single query image devoid of depth information. The machine may calculate one or more visual descriptors from the single query image and obtain a corresponding depth descriptor for each visual descriptor from the generated mapping. Based on obtained depth descriptors, the machine creates depth information that corresponds to the submitted single query image.

    Estimating depth from a single image
    5.
    发明授权
    Estimating depth from a single image 有权
    从单个图像估计深度

    公开(公告)号:US09594774B2

    公开(公告)日:2017-03-14

    申请号:US14994459

    申请日:2016-01-13

    Applicant: eBay Inc.

    Abstract: During a training phase, a machine accesses reference images with corresponding depth information. The machine calculates visual descriptors and corresponding depth descriptors from this information. The machine then generates a mapping that correlates these visual descriptors with their corresponding depth descriptors. After the training phase, the machine may perform depth estimation based on a single query image devoid of depth information. The machine may calculate one or more visual descriptors from the single query image and obtain a corresponding depth descriptor for each visual descriptor from the generated mapping. Based on obtained depth descriptors, the machine creates depth information that corresponds to the submitted single query image.

    Abstract translation: 在训练阶段,机器访问具有相应深度信息的参考图像。 该机器根据该信息计算视觉描述符和相应的深度描述符。 然后,机器生成将这些可视描述符与其相应的深度描述符相关联的映射。 在训练阶段之后,机器可以基于没有深度信息的单个查询图像来执行深度估计。 机器可以从单个查询图像计算一个或多个可视描述符,并从所生成的映射中获得每个可视描述符的相应深度描述符。 基于获得的深度描述符,机器创建与提交的单个查询图像相对应的深度信息。

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