Audio source enhancement facilitated using video data

    公开(公告)号:US11082460B2

    公开(公告)日:2021-08-03

    申请号:US16455668

    申请日:2019-06-27

    Abstract: Systems and methods for audio signal enhancement facilitated using video data are provided. In one example, a method includes receiving a multi-channel audio signal including audio inputs detected by a plurality of audio input devices. The method further includes receiving an image captured by a video input device. The method further includes determining a first signal based at least in part on the image. The first signal is indicative of a likelihood associated with a target audio source. The method further includes determining a second signal based at least in part on the multi-channel audio signal and the first signal. The second signal is indicative of a likelihood associated with an audio component attributed to the target audio source. The method further includes processing the multi-channel audio signal based at least in part on the second signal to generate an output audio signal.

    Systems and methods for spoof detection based on gradient distribution

    公开(公告)号:US10068124B2

    公开(公告)日:2018-09-04

    申请号:US15388489

    申请日:2016-12-22

    Inventor: Boyan Bonev

    Abstract: A system and method for performing spoof detection are disclosed. The method includes: receiving an input image of a biometric; generating a first filtered image by applying a first convolution to the input image based on a first convolution kernel; generating a second filtered image by applying a second convolution to the input image based on a second convolution kernel; computing a gradient residual image by subtracting, for each pixel location of the first and second filtered images, a pixel value in the second filtered image from a corresponding pixel value in the first filtered image; applying a density estimation procedure to the gradient residual image to identify areas of varied density; and, determining whether the input image is a replica of the biometric based on results of the density estimation procedure.

    SYSTEMS AND METHODS FOR SPOOF DETECTION BASED ON GRADIENT DISTRIBUTION

    公开(公告)号:US20180129857A1

    公开(公告)日:2018-05-10

    申请号:US15388489

    申请日:2016-12-22

    Inventor: Boyan Bonev

    CPC classification number: G06K9/00087 A61B8/0858 G06K9/001 G06K9/00899

    Abstract: A system and method for performing spoof detection are disclosed. The method includes: receiving an input image of a biometric; generating a first filtered image by applying a first convolution to the input image based on a first convolution kernel; generating a second filtered image by applying a second convolution to the input image based on a second convolution kernel; computing a gradient residual image by subtracting, for each pixel location of the first and second filtered images, a pixel value in the second filtered image from a corresponding pixel value in the first filtered image; applying a density estimation procedure to the gradient residual image to identify areas of varied density; and, determining whether the input image is a replica of the biometric based on results of the density estimation procedure.

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