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    System for eye tracking
    1.
    发明授权
    System for eye tracking 审中-公开

    公开(公告)号：US10674143B2

    公开(公告)日：2020-06-02

    申请号：US15973182

    申请日：2018-05-07

    Applicant: QUALCOMM Incorporated

    Inventor： Russell Gruhlke ,  Venkat Rangan ,  Ravishankar Sivalingam ,  Kebin Li

    IPC: H04N13/383 ,  F21V8/00 ,  H04N13/332 ,  H04N5/33 ,  G02B27/01 ,  H04N13/344 ,  G02B27/00

    Abstract: Certain aspects of the present disclosure relate to a system. In some aspects, the system may include an emitter configured to emit a light. The system may include a light guide configured to direct the light toward a pupil of an eye. The light guide may include a directing portion configured to propagate the light. The light guide may include a turning portion configured to receive light from the directing portion and direct the light toward the pupil of the eye and configured to receive reflected light directed from the pupil of the eye and direct the reflected light toward the directing portion. The system may include a receiver configured to receive the reflected light from the light guide. The system may include a processor configured to determine a gaze direction of the pupil of the eye based at least in part on the reflected light received by the receiver.

    Multiple orientation detection
    2.
    发明授权
    Multiple orientation detection 有权

    公开(公告)号：US10347218B2

    公开(公告)日：2019-07-09

    申请号：US15647034

    申请日：2017-07-11

    Applicant: QUALCOMM Incorporated

    Inventor： Edwin Chongwoo Park ,  Raghuraman Krishnamoorthi ,  Venkat Rangan ,  Nelson Rasquinha

    IPC: G06T7/73 ,  G09G5/38 ,  G06F3/0346 ,  G06K9/00 ,  G06T3/60

    Abstract: Methods, systems, computer-readable media, and apparatuses for image processing and utilization are presented. In some embodiments, an image containing at a face of a user may be obtained using a mobile device. An orientation of the face of the user within the image may be determined using the mobile device. The orientation of the face of the user may be determined using multiple stages: (a) a rotation stage for controlling a rotation applied to a portion of the image, to generate a portion of rotated image, and (b) an orientation stage for controlling an orientation applied to orientation-specific feature detection performed on the portion of rotated image. The determined orientation of the face of the user may be utilized as a control input to modify a display rotation of the mobile device.

    Apparatus and method for low-power object-detection in images using image integration hardware
    5.
    发明授权
    Apparatus and method for low-power object-detection in images using image integration hardware 有权
    使用图像集成硬件的图像中低功率物体检测的装置和方法

    公开(公告)号：US09582725B2

    公开(公告)日：2017-02-28

    申请号：US14985158

    申请日：2015-12-30

    Applicant: QUALCOMM Incorporated

    Inventor： Alok Govil ,  Evgeni Petrovich Gousev ,  Venkat Rangan ,  Nelson Rasquinha

    IPC: G06K9/00 ,  G06K9/32 ,  G06K9/60 ,  H04N5/345 ,  H04N5/347 ,  G06K9/66 ,  H04N13/02 ,  H04N5/378 ,  H04N5/232 ,  G06K9/46

    CPC classification number: G06K9/00973 ,  G06K9/00221 ,  G06K9/00288 ,  G06K9/00624 ,  G06K9/32 ,  G06K9/3233 ,  G06K9/4671 ,  G06K9/605 ,  G06K9/66 ,  G06K2009/4666 ,  H04N5/23219 ,  H04N5/3454 ,  H04N5/347 ,  H04N5/378 ,  H04N13/254

    Abstract: An apparatus includes a hardware sensor array including a plurality of pixels arranged along at least a first dimension and a second dimension of the array, each of the pixels capable of generating a sensor reading. A hardware scanning window array includes a plurality of storage elements arranged along at least a first dimension and a second dimension of the hardware scanning window array, each of the storage elements capable of storing a pixel value based on one or more sensor readings. Peripheral circuitry for systematically transfers pixel values, based on sensor readings, into the hardware scanning window array, to cause different windows of pixel values to be stored in the hardware scanning window array at different times. Control logic coupled to the hardware sensor array, the hardware scanning window array, and the peripheral circuitry, provides control signals to the peripheral circuitry to control the transfer of pixel values.

    Abstract translation: 一种装置包括硬件传感器阵列，其包括沿阵列的至少第一维度和第二维度排列的多个像素，每个像素能够产生传感器读数。 硬件扫描窗口阵列包括沿着硬件扫描窗口阵列的至少第一维度和第二维度布置的多个存储元件，每个存储元件能够基于一个或多个传感器读数来存储像素值。 用于系统地将基于传感器读数的像素值传送到硬件扫描窗口阵列中的外围电路，以使像素值的不同窗口在不同时间存储在硬件扫描窗口阵列中。 耦合到硬件传感器阵列，硬件扫描窗口阵列和外围电路的控制逻辑向外围电路提供控制信号以控制像素值的传送。

    SCANNING WINDOW IN HARDWARE FOR LOW-POWER OBJECT-DETECTION IN IMAGES
    6.
    发明申请
    SCANNING WINDOW IN HARDWARE FOR LOW-POWER OBJECT-DETECTION IN IMAGES 有权
    硬件中的扫描窗口，用于图像中的低功耗对象检测

    公开(公告)号：US20170032216A1

    公开(公告)日：2017-02-02

    申请号：US15295960

    申请日：2016-10-17

    Applicant: QUALCOMM Incorporated

    Inventor： Alok Govil ,  Evgeni Petrovich Gousev ,  Venkat Rangan ,  Nelson Rasquinha

    IPC: G06K9/46 ,  G06K9/00

    CPC classification number: G06K9/00973 ,  G06K9/00221 ,  G06K9/00288 ,  G06K9/00624 ,  G06K9/32 ,  G06K9/3233 ,  G06K9/4671 ,  G06K9/605 ,  G06K9/66 ,  G06K2009/4666 ,  H04N5/23219 ,  H04N5/3454 ,  H04N5/347 ,  H04N5/378 ,  H04N13/254

    Abstract: An apparatus includes a hardware sensor array including a plurality of pixels arranged along at least a first dimension and a second dimension of the array, each of the pixels capable of generating a sensor reading. A hardware scanning window array includes a plurality of storage elements arranged along at least a first dimension and a second dimension of the hardware scanning window array, each of the storage elements capable of storing a pixel value based on one or more sensor readings. Peripheral circuitry for systematically transfers pixel values, based on sensor readings, into the hardware scanning window array, to cause different windows of pixel values to be stored in the hardware scanning window array at different times. Control logic coupled to the hardware sensor array, the hardware scanning window array, and the peripheral circuitry, provides control signals to the peripheral circuitry to control the transfer of pixel values.

    Abstract translation: 一种装置包括硬件传感器阵列，其包括沿阵列的至少第一维度和第二维度排列的多个像素，每个像素能够产生传感器读数。 硬件扫描窗口阵列包括沿着硬件扫描窗口阵列的至少第一维度和第二维度布置的多个存储元件，每个存储元件能够基于一个或多个传感器读数来存储像素值。 用于系统地将基于传感器读数的像素值传送到硬件扫描窗口阵列中的外围电路，以使像素值的不同窗口在不同时间存储在硬件扫描窗口阵列中。 耦合到硬件传感器阵列，硬件扫描窗口阵列和外围电路的控制逻辑向外围电路提供控制信号以控制像素值的传送。

    Feature computation in a sensor element array
    8.
    发明授权
    Feature computation in a sensor element array 有权

    公开(公告)号：US09838635B2

    公开(公告)日：2017-12-05

    申请号：US14862319

    申请日：2015-09-23

    Applicant: QUALCOMM Incorporated

    Inventor： Evgeni Petrovich Gousev ,  Alok Govil ,  Soo Youn Kim ,  Nelson Rasquinha ,  Venkat Rangan

    IPC: H04N5/378 ,  G06F1/32 ,  G06K9/00 ,  H04N5/232 ,  G06K9/46 ,  G06K9/60

    CPC classification number: H04N5/378 ,  G06F1/3203 ,  G06K9/00986 ,  G06K9/4619 ,  G06K9/4647 ,  G06K9/605 ,  G06K2009/4666 ,  H04N5/23241

    Abstract: Techniques describe computing computer vision (CV) features based on sensor readings from a sensor and detecting macro-features based on the CV features. The sensor may include a sensor element array that includes a plurality of sensor elements. The sensor may also include in-pixel circuitry coupled to the sensor elements, peripheral circuitry and/or a dedicated microprocessor coupled to the sensor element array. The in-pixel circuitry, the peripheral circuitry or the dedicated microprocessor may include computation structures configured to perform analog or digital operations representative of a multi-pixel computation for a sensor element (or block of sensor elements), based on sensor readings generated by neighboring sensor elements in proximity to the sensor element, and to generate CV features. The dedicated microprocessor may process the CV features and detect macro-features. Furthermore, in certain embodiments, the dedicated microprocessor may be coupled to a second microprocessor through a wired or wireless interface.

    EFFICIENT IMPLEMENTATION OF NEURAL POPULATION DIVERSITY IN NEURAL SYSTEM
    10.
    发明申请
    EFFICIENT IMPLEMENTATION OF NEURAL POPULATION DIVERSITY IN NEURAL SYSTEM 审中-公开
    神经系统中神经人群多样性的有效实施

    公开(公告)号：US20140365413A1

    公开(公告)日：2014-12-11

    申请号：US13911215

    申请日：2013-06-06

    Applicant: QUALCOMM Incorporated

    Inventor： Venkat Rangan

    IPC: G06N3/063

    CPC classification number: G06N3/063 ,  G06N3/049 ,  G06N3/10

    Abstract: Certain aspects of the present disclosure support a technique for efficient implementation of neural population diversity in neural systems. A set of parameters for each class of artificial neurons of a plurality of classes can be stored in a storage medium. A generator can be configured to obtain noise parameters for each class of artificial neurons in the neural system. After that, the noise parameters can be combined with the set of parameters for each class of artificial neurons to obtain a dithered set of parameters for each class of artificial neurons. The dithered set of parameters can be stored for each class of artificial neurons to be used for a neuron model for the artificial neurons that emulates behavior of the artificial neurons in the neural system.

    Abstract translation: 本公开的某些方面支持用于神经系统中有效实施神经群体多样性的技术。 可以将多组类别的每类人造神经元的一组参数存储在存储介质中。 发电机可以被配置为获得神经系统中每一类人造神经元的噪声参数。 之后，可以将噪声参数与每类人造神经元的参数组合，以获得每类人造神经元的抖动参数集合。 可以为每类人造神经元存储抖动的参数集合，以用于仿真神经系统中人造神经元行为的人造神经元的神经元模型。

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