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公开(公告)号:US11496746B2
公开(公告)日:2022-11-08
申请号:US17165680
申请日:2021-02-02
Applicant: QUALCOMM Incorporated
Inventor: Mahant Siddaramanna , Naveen Srinivasamurthy , Apoorva Nagarajan , Prasant Shekhar Singh , Pawan Kumar Baheti , Narendranath Malayath
IPC: H04N19/147 , H04N19/159 , H04N19/19 , G06N3/04 , H04N19/176
Abstract: Systems and techniques are described for data encoding using a machine learning approach to generate a distortion prediction {circumflex over (D)} and a predicted bit rate {circumflex over (R)}, and to use {circumflex over (D)} and {circumflex over (R)} to perform rate-distortion optimization (RDO). For example, a video encoder can generate the distortion prediction {circumflex over (D)} and the bit rate residual prediction based on outputs of the one or more neural networks in response to the one or more neural networks receiving a residual portion of a block of a video frame as input. The video encoder can determine bit rate metadata prediction based on metadata associated with a mode of compression, and determine {circumflex over (R)} to be the sum of and . The video encoder can determine a rate-distortion cost prediction Ĵ as a function of {circumflex over (D)} and {circumflex over (R)}, and can determine a prediction mode for compressing the block based on Ĵ.
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公开(公告)号:US09715903B2
公开(公告)日:2017-07-25
申请号:US14728047
申请日:2015-06-02
Applicant: QUALCOMM Incorporated
Inventor: Ajit Gupte , Hemanth Acharya , Ajit Venkat Rao , Pawan Kumar Baheti , Padmapriya Jagannathan , Naveen Srinivasamurthy , Sanjeev Kumar
CPC classification number: G11B27/3081 , G11B27/28 , H04N5/144 , H04N5/23222 , H04N5/23229 , H04N5/23245 , H04N5/77 , H04N9/8047 , H04N9/806
Abstract: A method includes receiving, at a device, a plurality of image frames corresponding to a video stream. The plurality of image frames include a first image frame having a first resolution and a second image frame having a second resolution that is lower than the first resolution. The method also includes detecting, at the device, a trigger by analyzing the second image frame. The method further includes designating, at the device, the first image frame as an action frame based on the trigger.
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公开(公告)号:US11600039B2
公开(公告)日:2023-03-07
申请号:US17121683
申请日:2020-12-14
Applicant: QUALCOMM Incorporated
Inventor: Aarrushi Shandilya , Vinay Melkote Krishnaprasad , Pawan Kumar Baheti , Naveen Srinivasamurthy , Sandeep Kanakapura Lakshmikantha , Sagar Ravindra Kalbande
Abstract: Techniques and systems are provided for light estimation. In some examples, a system receives a plurality of frames associated with a scene. The plurality of frames includes a first frame and a second frame occurring after the first frame. The system determines, based on image data of the first frame, a first light estimate associated with the scene. The system also determines, based on image data of the second frame, a second light estimate associated with the scene. The system further generates an aggregate light estimate associated with the scene based on combining the second light estimate with at least the first light estimate.
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公开(公告)号:US20190139189A1
公开(公告)日:2019-05-09
申请号:US15804898
申请日:2017-11-06
Applicant: QUALCOMM Incorporated
Inventor: Naveen Srinivasamurthy , Mahant Siddaramanna , Animesh Behera , Pawan Kumar Baheti
IPC: G06T3/40
Abstract: Image processing can include producing a first mosaic of an image with a first spectral pattern, assigning a context to the first mosaic, classifying the first mosaic based on the assigned context, and producing a second mosaic of the image based on the classifying. The second mosaic can have a second spectral pattern different than the first spectral pattern.
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公开(公告)号:US20150364158A1
公开(公告)日:2015-12-17
申请号:US14728047
申请日:2015-06-02
Applicant: QUALCOMM Incorporated
Inventor: Ajit Gupte , Hemanth Acharya , Ajit Venkat Rao , Pawan Kumar Baheti , Padmapriya Jagannathan , Naveen Srinivasamurthy , Sanjeev Kumar
CPC classification number: G11B27/3081 , G11B27/28 , H04N5/144 , H04N5/23222 , H04N5/23229 , H04N5/23245 , H04N5/77 , H04N9/8047 , H04N9/806
Abstract: A method includes receiving, at a device, a plurality of image frames corresponding to a video stream. The plurality of image frames include a first image frame having a first resolution and a second image frame having a second resolution that is lower than the first resolution. The method also includes detecting, at the device, a trigger by analyzing the second image frame. The method further includes designating, at the device, the first image frame as an action frame based on the trigger.
Abstract translation: 一种方法包括在设备处接收对应于视频流的多个图像帧。 多个图像帧包括具有第一分辨率的第一图像帧和具有低于第一分辨率的第二分辨率的第二图像帧。 该方法还包括在设备处通过分析第二图像帧来检测触发。 该方法还包括在设备处指定基于触发的作为动作帧的第一图像帧。
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