Fixation generation for machine learning

    公开(公告)号:US11087186B2

    公开(公告)日:2021-08-10

    申请号:US16657327

    申请日:2019-10-18

    摘要: The disclosure extends to methods, systems, and apparatuses for automated fixation generation and more particularly relates to generation of synthetic saliency maps. A method for generating saliency information includes receiving a first image and an indication of one or more sub-regions within the first image corresponding to one or more objects of interest. The method includes generating and storing a label image by creating an intermediate image having one or more random points. The random points have a first color in regions corresponding to the sub-regions and a remainder of the intermediate image having a second color. Generating and storing the label image further includes applying a Gaussian blur to the intermediate image.

    Fixation Generation For Machine Learning
    17.
    发明申请

    公开(公告)号:US20200050905A1

    公开(公告)日:2020-02-13

    申请号:US16657327

    申请日:2019-10-18

    摘要: The disclosure extends to methods, systems, and apparatuses for automated fixation generation and more particularly relates to generation of synthetic saliency maps. A method for generating saliency information includes receiving a first image and an indication of one or more sub-regions within the first image corresponding to one or more objects of interest. The method includes generating and storing a label image by creating an intermediate image having one or more random points. The random points have a first color in regions corresponding to the sub-regions and a remainder of the intermediate image having a second color. Generating and storing the label image further includes applying a Gaussian blur to the intermediate image.

    Detecting an Animal Proximate a Vehicle
    19.
    发明申请

    公开(公告)号:US20180286243A1

    公开(公告)日:2018-10-04

    申请号:US15763416

    申请日:2015-10-28

    摘要: Example systems and methods for detecting an animal proximate a vehicle are described. In one implementation, a wearable device carried by an animal is activated when the wearable device is within a predetermined distance of a vehicle. The vehicle receives a signal from the wearable device and determines an approximate distance between the wearable device and the vehicle. An alert is generated to warn a driver that an animal is near the vehicle. The alert has an intensity level that corresponds to the approximate distance between the wearable device and the vehicle.