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公开(公告)号:US12158922B2
公开(公告)日:2024-12-03
申请号:US17169338
申请日:2021-02-05
Applicant: QUALCOMM TECHNOLOGIES, INC.
Inventor: Pim De Haan , Maurice Weiler , Taco Sebastiaan Cohen , Max Welling
IPC: G06F17/10 , G06F17/14 , G06N3/08 , G06N7/01 , G06V10/426 , G06V10/44 , G06V10/764 , G06V10/82
Abstract: Certain aspects of the present disclosure provide a method for performing machine learning, comprising: determining a plurality of vertices in a neighborhood associated with a mesh including a target vertex; determining a linear transformation configured to parallel transport signals along all edges in the mesh to the target vertex; applying the linear transformation to the plurality of vertices in the neighborhood to form a combined signal at the target vertex; determining a set of basis filters; linearly combining the basis filters using a set of learned parameters to form a gauge equivariant convolution filter, wherein the gauge equivariant convolution filter is constrained to maintain gauge equivariance; applying the gauge equivariant convolution filter to the combined signal to form an intermediate output; and applying a nonlinearity to the intermediate output to form a convolution output.
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公开(公告)号:US12149716B2
公开(公告)日:2024-11-19
申请号:US17681675
申请日:2022-02-25
Applicant: QUALCOMM Technologies, Inc.
Inventor: Frank Brongers , Phillip Lippe , Sara Magliacane
IPC: H04N19/20 , G06V10/776 , G06V10/82 , G06V20/40 , H04N19/136 , H04N19/436
Abstract: A computer-implemented method for contrastive object representation from temporal data using an artificial neural network (ANN) includes receiving, by the ANN, a video. The video comprises a temporal sequence of frames including images of one or more objects. The ANN generates object representations corresponding to the one or more objects based on temporal data of multiple frames of the temporal sequence of frames. The object representations are communicated to a receiver.
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公开(公告)号:US12136166B2
公开(公告)日:2024-11-05
申请号:US17934159
申请日:2022-09-21
Applicant: QUALCOMM Technologies, Inc.
Inventor: Thomas Neff , Jörg Hermann Müller , Markus Steinberger , Dieter Schmalstieg
Abstract: Aspects presented herein relate to methods and devices for graphics processing including an apparatus, e.g., a GPU. The apparatus may divide at least one scene into a plurality of meshlets, each of the meshlets including a plurality of primitives, and each of the primitives including plurality of vertices. The apparatus may also calculate a pair of texture coordinates for each of the plurality of vertices. Further, the apparatus may select a size of each of the plurality of meshlets in the at least one scene based on the pair of the texture coordinates and based on a perspective projection of each of the plurality of meshlets. The apparatus may also calculate layout information in a meshlet atlas for each of the meshlets in the at least one scene. Moreover, the apparatus may shade each of a plurality of pixels in the meshlet atlas based on the calculated layout information.
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公开(公告)号:US20240135708A1
公开(公告)日:2024-04-25
申请号:US17769246
申请日:2020-11-13
Applicant: QUALCOMM Technologies, Inc.
Abstract: A method for recognizing long-range activities in videos includes segmenting an input video stream to generate multiple frame sets. For each of the frame sets, a frame with a highest likelihood of including one or more actions of a set of predefined actions is identified regardless of its order in the frame set. A global representation of the input stream is generated based on pooled representations of the identified frames. A long-range activity in the video stream is classified based on the global representation.
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185.
公开(公告)号:US11930334B2
公开(公告)日:2024-03-12
申请号:US17819855
申请日:2022-08-15
Applicant: Qualcomm Technologies Inc.
Inventor: Robert J. Littrell , Michael Carfore , Shuwan Xue
CPC classification number: H04R3/06 , G01R19/02 , H04R17/02 , H10N30/302 , H10N30/802 , H04R2201/003
Abstract: A device that includes an adaptive acoustic detection circuit and an acoustic sensor device such as a microphone is described. The device includes in addition to the sensor a circuit configured to detect when an input stimulus to the sensor satisfies an adaptive threshold, and further configured to produce a signal upon detection that causes adjustment of performance of the device, wherein the adaptive threshold is a threshold value that varies over time in accordance with detected changes to sound of an environment in which the device is located.
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公开(公告)号:US11869536B2
公开(公告)日:2024-01-09
申请号:US17339709
申请日:2021-06-04
Applicant: Qualcomm Technologies Inc.
Inventor: Roberto Condorelli , Lorenzo Ponzanelli , Shin Nagpal
CPC classification number: G10L25/78 , G10L15/22 , H03G3/34 , G10L2025/783 , H04R2201/003
Abstract: Techniques for automatically muting or unmuting an acoustic transducer include receiving a signal representing an output by a voice accelerometer of a device, determining whether the signal is indicative of a presence or absence of voice activity by a user of the device, and generating a control signal that causes an acoustic transducer to be muted responsive to determining that the signal is indicative of an absence of voice activity by the user, or that causes the acoustic transducer to be unmuted response to determining that the signal is indicative of a presence of voice activity by the user.
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公开(公告)号:US20230422623A1
公开(公告)日:2023-12-28
申请号:US18335277
申请日:2023-06-15
Applicant: QUALCOMM Technologies Inc.
Inventor: Robert John LITTRELL
IPC: H10N30/50 , H10N30/05 , H10N30/076 , H10N30/80 , H10N30/30 , B81B3/00 , B81C1/00 , C23C14/06 , C23C14/14 , C23C14/34 , C23C14/54 , H04R7/06 , H04R17/02 , H04R31/00
CPC classification number: H10N30/508 , H10N30/05 , H10N30/50 , H10N30/076 , H10N30/80 , H10N30/306 , B81B3/0072 , B81C1/00666 , C23C14/0641 , C23C14/14 , C23C14/34 , C23C14/542 , H04R7/06 , H04R17/02 , H04R31/003 , B81B2201/0257 , B81B2203/0118 , B81C2201/017
Abstract: A transducer includes a first piezoelectric layer; and a second piezoelectric layer that is above the first piezoelectric layer; wherein the second piezoelectric layer is a more compressive layer with an average stress that is less than or more compressive than an average stress of the first piezoelectric layer.
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公开(公告)号:US11716906B2
公开(公告)日:2023-08-01
申请号:US17567719
申请日:2022-01-03
Applicant: Qualcomm Technologies Inc.
Inventor: Robert J. Littrell
IPC: H01L41/083 , H10N30/50 , H10N30/05 , H10N30/076 , H10N30/80 , H10N30/30 , B81B3/00 , B81C1/00 , C23C14/06 , C23C14/14 , C23C14/34 , C23C14/54 , H04R7/06 , H04R17/02 , H04R31/00
CPC classification number: H10N30/508 , B81B3/0072 , B81C1/00666 , C23C14/0641 , C23C14/14 , C23C14/34 , C23C14/542 , H04R7/06 , H04R17/02 , H04R31/003 , H10N30/05 , H10N30/076 , H10N30/306 , H10N30/50 , H10N30/80 , B81B2201/0257 , B81B2203/0118 , B81C2201/017
Abstract: A transducer includes a first piezoelectric layer; and a second piezoelectric layer that is above the first piezoelectric layer; wherein the second piezoelectric layer is a more compressive layer with an average stress that is less than or more compressive than an average stress of the first piezoelectric layer.
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公开(公告)号:US11695898B2
公开(公告)日:2023-07-04
申请号:US17572510
申请日:2022-01-10
Applicant: QUALCOMM Technologies, Inc.
Inventor: Tom Frederik Hugo Runia , Cornelis Gerardus Maria Snoek , Arnold Wilhelmus Maria Smeulders
CPC classification number: H04N5/272 , G06N3/04 , G06T7/97 , G06T2207/20081 , G06T2207/20084
Abstract: A method is presented. The method includes receiving a first sequence of frames depicting a dynamic element. The method also includes decomposing each spatial position from multiple spatial positions in the first sequence of frames to a frequency domain. The method further includes determining a distribution of spectral power density over a range of frequencies of the multiple spatial positions. The method still further includes generating a first set of feature maps based on the determined distribution of spectral power density over the range of frequencies. The method still further includes estimating a first physical property of the dynamic element.
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公开(公告)号:US20230143656A1
公开(公告)日:2023-05-11
申请号:US18053669
申请日:2022-11-08
Applicant: QUALCOMM Technologies, Inc.
Inventor: Robert John LITTRELL
IPC: B81B3/00
CPC classification number: B81B3/0021 , B81B2201/0257 , B81B2203/0118 , B81B2203/04
Abstract: Aspects of acoustic transducers are described. One aspect is a microelectromechanical (MEMS) transducer comprising a substrate and multiple cantilevered beams. A first cantilevered beam comprises a first protrusion and a first piezoelectric structure, where the first piezoelectric structure comprises a first deflection end and a first fixed end, where the first fixed end is coupled to the substrate, and where the first deflection end is cantilevered away from the substrate. The first cantilevered beam is separated from a second cantilevered beam by a gap. The first protrusion is disposed at the first deflection end and increases a thickness of the first cantilevered beam along the gap at the first deflection end. A second protrusion of the second beam is disposed at a second deflection end and increases a thickness of the second cantilevered beam along the gap at the second deflection end.
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