Methods and apparatus for detecting and classifying facial motions

    公开(公告)号:US11783627B2

    公开(公告)日:2023-10-10

    申请号:US17163410

    申请日:2021-01-30

    IPC分类号: G06V40/16 G06F3/01 G06N20/00

    摘要: A conformable sensor module may conform to skin of a user's face. The sensor module may include multiple piezoelectric strain sensors. The sensor module may measure mechanical strain of facial skin that occurs while the user makes facial gestures. To do so, the sensor module may take a time series of multiple measurements of strain of the user's facial skin at each of multiple locations on the user's face, while the user makes a facial gesture. The resulting spatiotemporal data regarding facial strain may be fed as an input into a trained machine learning algorithm. The trained machine learning algorithm may, based on this input, classify a facial gesture. A computer may determine content associated with the classification. The content may be outputted in audible or visual format. This may facilitate communication by patients with neuromuscular disorders who are unable to vocalize intelligible speech.

    Methods and apparatus for detecting and classifying facial motions

    公开(公告)号:US20210256246A1

    公开(公告)日:2021-08-19

    申请号:US17163410

    申请日:2021-01-30

    IPC分类号: G06K9/00 G06F3/01 G06N20/00

    摘要: A conformable sensor module may conform to skin of a user's face. The sensor module may include multiple piezoelectric strain sensors. The sensor module may measure mechanical strain of facial skin that occurs while the user makes facial gestures. To do so, the sensor module may take a time series of multiple measurements of strain of the user's facial skin at each of multiple locations on the user's face, while the user makes a facial gesture. The resulting spatiotemporal data regarding facial strain may be fed as an input into a trained machine learning algorithm. The trained machine learning algorithm may, based on this input, classify a facial gesture. A computer may determine content associated with the classification. The content may be outputted in audible or visual format. This may facilitate communication by patients with neuromuscular disorders who are unable to vocalize intelligible speech.

    Methods and Apparatus for Imaging with Conformable Ultrasound Patch

    公开(公告)号:US20230397901A1

    公开(公告)日:2023-12-14

    申请号:US18458406

    申请日:2023-08-30

    IPC分类号: A61B8/08 A61B8/00

    摘要: An ultrasound patch may conform to a curved surface of a large, curvilinear part of a human body, and may capture ultrasound images of underlying tissue for detection of disease. The patch may comprise a flexible, elastomeric substrate, in which phased arrays of piezoelectric ultrasound transducers are embedded. The phased arrays may steer ultrasound beams through a wide angle to image a large volume of tissue. Mechanical deformation of the flexible substrate as it conforms to a curvilinear body part may change the relative 3D positions of the phase arrays. However, localization may be performed to detect these 3D positions. Data captured by the phased arrays may be processed, to create an ultrasound image of the underlying tissue. A semi-flexible, intermediate layer may partially encapsulate each phased array, to distribute stress at an interface between the rigid phased array and more flexible substrate.

    Methods and apparatus for imaging with conformable ultrasound patch

    公开(公告)号:US11779302B2

    公开(公告)日:2023-10-10

    申请号:US16658237

    申请日:2019-10-21

    IPC分类号: A61B8/08 A61B8/00

    摘要: An ultrasound patch may conform to a curved surface of a large, curvilinear part of a human body, and may capture ultrasound images of underlying tissue for detection of disease. The patch may comprise a flexible, elastomeric substrate, in which phased arrays of piezoelectric ultrasound transducers are embedded. The phased arrays may steer ultrasound beams through a wide angle to image a large volume of tissue. Mechanical deformation of the flexible substrate as it conforms to a curvilinear body part may change the relative 3D positions of the phase arrays. However, localization may be performed to detect these 3D positions. Data captured by the phased arrays may be processed, to create an ultrasound image of the underlying tissue. A semi-flexible, intermediate layer may partially encapsulate each phased array, to distribute stress at an interface between the rigid phased array and more flexible substrate.

    Conformable Garment for Physiological Sensing

    公开(公告)号:US20210100460A1

    公开(公告)日:2021-04-08

    申请号:US17032699

    申请日:2020-09-25

    摘要: A conformable garment may fit snugly against, and may exert pressure against, skin in a region of a user's body. The garment may house multiple sensors that touch the user's skin. Each sensor may exposed to the user's skin through a hole in an inner surface of the garment. The garment may include elongated channels. Flexible, stretchable wiring may pass through a hollow central region of each channel. This wiring may provide electrical power to the sensors, and may enable wired communication between the sensors and a main hub. Each sensor may include an integrated chip and may be encapsulated in a waterproof material. Each sensor may output electrical signals that encode digital data and that are transmitted, via the wiring, to a main hub housed in the garment. The encapsulated sensors and the wiring may remain in the garment when the garment is washed.