Object detection method and system based on machine learning

    公开(公告)号:US10726573B2

    公开(公告)日:2020-07-28

    申请号:US15870109

    申请日:2018-01-12

    Inventor: Guo-Zhen Wang

    Abstract: The present disclosure discloses an object detection method based on machine learning. The object detection method senses a motion of an object by a motion sensor to generate a testing image, captures the testing image by an image sensor to transmit a sensed image to an object detection device, and detects a position of the object in the sensed image by the object detection device. Therefore, the present disclosure increases the accuracy of image recognition under various conditions.

    Object determining system and electronic apparatus applying the object determining system

    公开(公告)号:US10713487B2

    公开(公告)日:2020-07-14

    申请号:US16022719

    申请日:2018-06-29

    Inventor: Guo-Zhen Wang

    Abstract: Disclosed is an object determining system comprising an optical sensor, a kind determining circuit and an element analyzing circuit. The optical sensor comprises a kind determining region and an element analyzing region, wherein the optical sensor captures at least one object image of an object via the kind determining region, and acquires element analyzing optical data via the element analyzing region. The kind determining circuit is configured to determine an object kind of the object according to the object image. The element analyzing circuit is configured to analyze element of the object according to the element analyzing optical data and the object kind. An object determining system applying tow stage object sensing steps to determine an object kind is also disclosed.

    Electronic system with eye protection

    公开(公告)号:US10574878B2

    公开(公告)日:2020-02-25

    申请号:US15821891

    申请日:2017-11-24

    Abstract: An electronic system including a display device, an image sensor, a face detection engine, an eye detection engine and an eye protection engine is provided. The image sensor captures an image. The face detection engine recognizes a user face in the image. The eye detection engine recognizes user eyes in the image. The eye protection engine turns off the display device when the user eyes are recognized in the image but the user face is not recognized in the image.

    IMAGE NOISE COMPENSATING SYSTEM, AND AUTO CLEAN MACHINE

    公开(公告)号:US20200049825A1

    公开(公告)日:2020-02-13

    申请号:US16654022

    申请日:2019-10-16

    Inventor: Guo-Zhen Wang

    Abstract: An image noise compensating system, comprising: a distance determining device, configured to determine whether a distance between an object and an electronic device comprising the image noise compensating system is larger than a distance threshold or not; an image sensor, comprising at least one image sensing unit, wherein the image sensor combines a plurality of image sensing units to sense images when the distance is smaller than the distance threshold and senses images without combining the image sensing units when the distance is larger than the distance threshold; and an noise compensating circuit, configured to compensate image noises according to the images sensed by the image sensor.

    OBJECT DETERMINING SYSTEM AND ELECTRONIC APPARATUS APPLYING THE OBJECT DETERMINING SYSTEM

    公开(公告)号:US20200005039A1

    公开(公告)日:2020-01-02

    申请号:US16022719

    申请日:2018-06-29

    Inventor: Guo-Zhen Wang

    Abstract: Disclosed is an object determining system comprising an optical sensor, a kind determining circuit and an element analyzing circuit. The optical sensor comprises a kind determining region and an element analyzing region, wherein the optical sensor captures at least one object image of an object via the kind determining region, and acquires element analyzing optical data via the element analyzing region. The kind determining circuit is configured to determine an object kind of the object according to the object image. The element analyzing circuit is configured to analyze element of the object according to the element analyzing optical data and the object kind. An object determining system applying tow stage object sensing steps to determine an object kind is also disclosed.

    Dual-aperture ranging system
    127.
    发明授权

    公开(公告)号:US10368014B2

    公开(公告)日:2019-07-30

    申请号:US15252671

    申请日:2016-08-31

    Abstract: A ranging system including a first aperture stop, a second aperture stop, an image sensor and a processing unit is provided. The first aperture stop includes a sheet of IR-cut filter material. The second aperture stop includes a sheet of opaque material. The image sensor receives light passing through the first and second aperture stops to output an image frame. The processing unit respectively calculates a convolution between a first color subframe of the image frame and a plurality of first blur kernels to generate a plurality of blurred first frames, respectively calculates a convolution between a second color subframe of the image frame and a plurality of second blur kernels to generate a plurality of blurred second frames, and performs a best matching between the blurred first frames and the blurred second frames.

    Distance measuring method and apparatus

    公开(公告)号:US10267917B2

    公开(公告)日:2019-04-23

    申请号:US15953554

    申请日:2018-04-16

    Abstract: Disclosed are a distance measuring method and a distance measuring apparatus. During the distance measuring, an image is obtained. If the location of a center of gravity of the image is within a first segment, the calculating unit calculates a distance between the object and the distance measuring apparatus corresponding to the projection point, according to a first mapping relationship and the location of a center of gravity of the image. If the location of a center of gravity of the image is within a second segment, the calculating unit calculates a distance between the object and the distance measuring apparatus corresponding to the projection point according to a second mapping relationship and the location of a center of gravity of the image.

    METHOD AND SYSTEM FOR OPTICAL DISTANCE MEASUREMENT

    公开(公告)号:US20180356524A1

    公开(公告)日:2018-12-13

    申请号:US16108066

    申请日:2018-08-21

    Inventor: Guo-Zhen Wang

    CPC classification number: G01S17/48 G01S7/4912

    Abstract: An optical distance measurement method includes: acquiring a plurality of sensed values based on detecting light; performing a filtering operation to select a plurality of selected sensed values from the plurality of sensed values; determining a location of a centroid according to the plurality of selected sensed values; and calculating a plurality of depth values with respect to a plurality of detecting points according to the location of the centroid and a plurality of depth information transformation functions respectively corresponding to the detecting points.

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