公开(公告)号：US10778412B2

公开(公告)日：2020-09-15

申请号：US16024397

申请日：2018-06-29

Applicant: Intel Corporation

Inventor： Yen-Kuang Chen ,  Shao-Wen Yang ,  Ibrahima J. Ndiour ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Srenivas Varadarajan

IPC: H04L9/06 ,  G06F21/64 ,  G06F21/53 ,  G06N5/02 ,  G06K9/00 ,  G06N3/04 ,  H04L29/08 ,  G06F21/45 ,  H04L9/32 ,  H04W4/70 ,  G06F21/44 ,  G06K9/46 ,  G06K9/62 ,  G06N3/08 ,  H04N19/80 ,  G06F16/951 ,  G06K9/36 ,  H04N19/46 ,  G06T7/70 ,  G06K9/64 ,  G06K9/72 ,  H04W12/02 ,  H04N19/42 ,  H04N19/625 ,  H04N19/63 ,  G06T7/223

Abstract: In one embodiment, an apparatus comprises a memory and a processor. The memory is to store visual data associated with a visual representation captured by one or more sensors. The processor is to: obtain the visual data associated with the visual representation captured by the one or more sensors, wherein the visual data comprises uncompressed visual data or compressed visual data; process the visual data using a convolutional neural network (CNN), wherein the CNN comprises a plurality of layers, wherein the plurality of layers comprises a plurality of filters, and wherein the plurality of filters comprises one or more pixel-domain filters to perform processing associated with uncompressed data and one or more compressed-domain filters to perform processing associated with compressed data; and classify the visual data based on an output of the CNN.

公开(公告)号：US10742399B2

公开(公告)日：2020-08-11

申请号：US16024364

申请日：2018-06-29

Applicant: Intel Corporation

Inventor： Yen-Kuang Chen ,  Shao-Wen Yang ,  Ibrahima J. Ndiour ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Srenivas Varadarajan

IPC: H04L9/06 ,  H04L29/08 ,  H04L9/32 ,  G06K9/00 ,  G06K9/36 ,  G06K9/62 ,  G06K9/64 ,  G06K9/72 ,  G06K9/46 ,  G06N3/04 ,  G06N3/08 ,  H04N19/46 ,  H04N19/42 ,  H04N19/625 ,  H04N19/63 ,  G06T7/223 ,  G06F21/44 ,  G06F21/64 ,  G06F21/53 ,  G06N5/02 ,  G06F21/45 ,  H04W4/70 ,  H04N19/80 ,  G06F16/951 ,  G06T7/70 ,  H04W12/02

Abstract: In one embodiment, an apparatus comprises a storage device and a processor. The storage device may store a plurality of compressed images comprising one or more compressed master images and one or more compressed slave images. The processor may: identify an uncompressed image; access context information associated with the uncompressed image and the one or more compressed master images; determine, based on the context information, whether the uncompressed image is associated with a corresponding master image; upon a determination that the uncompressed image is associated with the corresponding master image, compress the uncompressed image into a corresponding compressed image with reference to the corresponding master image; upon a determination that the uncompressed image is not associated with the corresponding master image, compress the uncompressed image into the corresponding compressed image without reference to the one or more compressed master images; and store the corresponding compressed image on the storage device.

公开(公告)号：US20160381368A1

公开(公告)日：2016-12-29

申请号：US14751992

申请日：2015-06-26

Applicant: Intel Corporation

Inventor： Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Paul S. Diefenbaugh ,  Krishnan Rajamani ,  Kristoffer D. Fleming

IPC: H04N19/164 ,  H04N19/103 ,  H04N19/146 ,  H04N19/46

CPC classification number: H04N19/164 ,  H04N19/112 ,  H04N19/146 ,  H04N19/16

Abstract: Systems and methods may provide for receiving unfiltered feedback information from a network interface component of a wireless display pipeline and receiving display region-specific information from a region update component of the wireless display pipeline. Additionally, a coding policy associated with wireless display content may be adjusted based on the unfiltered feedback information and the display region-specific information.

Abstract translation: 系统和方法可以提供从无线显示管道的网络接口组件接收未过滤的反馈信息，并从无线显示管道的区域更新组件接收显示区域特定信息。 另外，可以基于未过滤的反馈信息和显示区域特定信息来调整与无线显示内容相关联的编码策略。

公开(公告)号：US20150334157A1

公开(公告)日：2015-11-19

申请号：US14801199

申请日：2015-07-16

Applicant: Intel Corporation

Inventor： Ozgur Oyman ,  Yiting Liao ,  Jeffrey R. Foerster

IPC: H04L29/06

Abstract: A wireless network device to support quality-aware adaptive media streaming includes a radio-frequency transceiver, a processor operably coupled to the radio-frequency transceiver, and a memory device operably coupled to the processor. The memory storing instructions that configure the processor to parse a manifest file to read information characterizing media content available for hypertext transfer protocol (HTTP) adaptive streaming, obtain quality information of the media content based on a quality attribute parsed from the manifest file, and dynamically switch streaming between different encoded portions of the media content in response to the quality information for an encoded portion of the media content deviating from a desired quality value.

Abstract translation: 支持质量感知自适应媒体流的无线网络设备包括射频收发器，可操作地耦合到射频收发器的处理器和可操作地耦合到处理器的存储器设备。 存储器存储指令，其配置处理器以解析清单文件以读取表征可用于超文本传输​​协议（HTTP）自适应流的媒体内容的信息，基于从清单文件解析的质量属性获得媒体内容的质量信息，并动态地 响应于偏离期望质量值的媒体内容的编码部分的质量信息，在媒体内容的不同编码部分之间切换流。

公开(公告)号：US11562181B2

公开(公告)日：2023-01-24

申请号：US16948304

申请日：2020-09-11

Applicant: Intel Corporation

Inventor： Yen-Kuang Chen ,  Shao-Wen Yang ,  Ibrahima J. Ndiour ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Srenivas Varadarajan

IPC: G06K9/62 ,  H04L9/06 ,  G06F21/64 ,  G06F21/53 ,  G06N5/02 ,  G06N3/04 ,  G06F21/45 ,  H04L9/32 ,  H04W4/70 ,  G06F21/44 ,  G06F16/538 ,  G06F16/535 ,  G06F16/54 ,  G06F21/62 ,  G06F9/50 ,  G06N3/063 ,  G06V10/20 ,  G06V10/40 ,  G06V10/75 ,  G06V10/44 ,  G06V20/00 ,  G06V40/20 ,  G06V40/16 ,  G06F9/48 ,  H04L67/51 ,  G06T7/11 ,  G06V10/96 ,  G06V30/262 ,  G06K15/02 ,  G06N3/08 ,  H04L67/12 ,  H04N19/80 ,  G06F16/951 ,  H04N19/46 ,  G06T7/70 ,  H04W12/02 ,  H04L9/00 ,  H04N19/12 ,  H04N19/124 ,  H04N19/167 ,  H04N19/172 ,  H04N19/176 ,  H04N19/44 ,  H04N19/48 ,  H04N19/513 ,  G06V30/194 ,  G06T7/20 ,  H04N19/42 ,  H04N19/625 ,  H04N19/63 ,  G06T7/223 ,  H04L67/10

Abstract: In one embodiment, an apparatus comprises a memory and a processor. The memory is to store visual data associated with a visual representation captured by one or more sensors. The processor is to: obtain the visual data associated with the visual representation captured by the one or more sensors, wherein the visual data comprises uncompressed visual data or compressed visual data; process the visual data using a convolutional neural network (CNN), wherein the CNN comprises a plurality of layers, wherein the plurality of layers comprises a plurality of filters, and wherein the plurality of filters comprises one or more pixel-domain filters to perform processing associated with uncompressed data and one or more compressed-domain filters to perform processing associated with compressed data; and classify the visual data based on an output of the CNN.

公开(公告)号：US11166041B2

公开(公告)日：2021-11-02

申请号：US16457802

申请日：2019-06-28

Applicant: Intel Corporation

Inventor： Yiting Liao ,  Yen-Kuang Chen ,  Shao-Wen Yang ,  Vallabhajosyula S. Somayazulu ,  Srenivas Varadarajan ,  Omesh Tickoo ,  Ibrahima J. Ndiour

IPC: H04N19/52 ,  G06K9/32 ,  G06K9/62 ,  G06N3/04 ,  H04N19/172 ,  H04N19/523

Abstract: In one embodiment, an apparatus comprises processing circuitry to: receive, via a communication interface, a compressed video stream captured by a camera, wherein the compressed video stream comprises: a first compressed frame; and a second compressed frame, wherein the second compressed frame is compressed based at least in part on the first compressed frame, and wherein the second compressed frame comprises a plurality of motion vectors; decompress the first compressed frame into a first decompressed frame; perform pixel-domain object detection to detect an object at a first position in the first decompressed frame; and perform compressed-domain object detection to detect the object at a second position in the second compressed frame, wherein the object is detected at the second position in the second compressed frame based on: the first position of the object in the first decompressed frame; and the plurality of motion vectors from the second compressed frame.

公开(公告)号：US20210281356A1

公开(公告)日：2021-09-09

申请号：US17253062

申请日：2018-09-27

Applicant: Intel Corporation

Inventor： Javier Perez-Ramirez ,  Ravikumar Balakrishnan ,  Dave A. Cavalcanti ,  Roya Doostnejad ,  Mikhail T. Galeev ,  Maruti Gupta Hyde ,  Yiting Liao ,  Alexander W. Min ,  Venkatesan Nallampatti Ekambaram ,  Mi Park ,  Mohammad Mamunur Rashid ,  Vallabhajosyula S. Somayazulu ,  Srikathyayani Srikanteswara ,  Feng Xue

IPC: H04L1/00 ,  G06N3/04 ,  H04W28/04 ,  G06N3/08

Abstract: A method can be performed by a first node for determining a parameter of physical (PHY) layer circuitry of a second node. The method can include implementing a cascaded hierarchy of techniques to determine, based on an electrical signal from a second node, a parameter of the PHY layer circuitry of the second node, and causing an antenna of the first node to transmit an electromagnetic wave consistent with the determined parameter.

公开(公告)号：US20200250003A1

公开(公告)日：2020-08-06

申请号：US16652038

申请日：2018-06-29

Applicant: Intel Corporation

Inventor： Shao-Wen Yang ,  Yen-Kuang Chen ,  Ragaad Mohammed Irsehid Altarawneh ,  Juan Pablo Munoz Chiabrando ,  Siew Wen Chin ,  Kushal Datta ,  Subramanya R. Dulloor ,  Julio C. Zamora Esquivel ,  Omar Ulises Florez Choque ,  Vishakha Gupta ,  Scott D. Hahn ,  Rameshkumar Illikkal ,  Nilesh Kumar Jain ,  Siti Khairuni Amalina Kamarol ,  Anil S. Keshavamurthy ,  Heng Kar Lau ,  Jonathan A. Lefman ,  Yiting Liao ,  Michael G. Millsap ,  Ibrahima J. Ndiour ,  Luis Carlos Maria Remis ,  Addicam V. Sanjay ,  Usman Sarwar ,  Eve M. Schooler ,  Ned M. Smith ,  Vallabhajosyula S. Somayazulu ,  Christina R. Strong ,  Omesh Tickoo ,  Srenivas Varadarajan ,  Jesús A. Cruz Vargas ,  Hassnaa Moustafa ,  Arun Raghunath ,  Katalin Klara Bartfai-Walcott ,  Maruti Gupta Hyde ,  Deepak S. Vembar ,  Jessica McCarthy

IPC: G06F9/50 ,  G06K9/00 ,  G06N3/04 ,  G06N3/063

Abstract: In one embodiment, an apparatus comprises a processor to: identify a workload comprising a plurality of tasks; generate a workload graph based on the workload, wherein the workload graph comprises information associated with the plurality of tasks; identify a device connectivity graph, wherein the device connectivity graph comprises device connectivity information associated with a plurality of processing devices; identify a privacy policy associated with the workload; identify privacy level information associated with the plurality of processing devices; identify a privacy constraint based on the privacy policy and the privacy level information; and determine a workload schedule, wherein the workload schedule comprises a mapping of the workload onto the plurality of processing devices, and wherein the workload schedule is determined based on the privacy constraint, the workload graph, and the device connectivity graph. The apparatus further comprises a communication interface to send the workload schedule to the plurality of processing devices.

公开(公告)号：US10582196B2

公开(公告)日：2020-03-03

申请号：US15640198

申请日：2017-06-30

Applicant: INTEL CORPORATION

Inventor： Javier Perez-Ramirez ,  Srenivas Varadarajan ,  Yiting Liao ,  Vallabhajosyula S. Somayazulu ,  Omesh Tickoo ,  Ibrahima J. Ndiour

IPC: H04N19/109 ,  H04N19/167 ,  H04N19/172 ,  H04N19/126

Abstract: An example apparatus for encoding video frames includes a receiver to receive events from a dynamic vision sensor and a video frame from an image sensor. The apparatus also includes a heat map generator to generate a heat map based on the received events. The apparatus further includes a region of interest (ROI) map generator generate a ROI map based on the heat map. The apparatus includes a parameter adjuster to adjust an encoding parameter based on the ROI map. The apparatus also further includes a video encoder to encode the video frame using the adjusted parameter.

公开(公告)号：US20190104519A1

公开(公告)日：2019-04-04

申请号：US15721298

申请日：2017-09-29

Applicant: Intel Corporation

Inventor： Jaroslaw J. Sydir ,  Yiting Liao ,  Dave A. Cavalcanti ,  Vallabhajosyula S. Somayazulu

IPC: H04W72/04 ,  H04L12/24

CPC classification number: H04W72/0446 ,  H04L41/12 ,  H04W4/70

Abstract: Aspects of traffic aware slot assignment are described, for example, in a multi-hop wireless network comprising a plurality of nodes. In some aspects, an apparatus of a wireless device is configured to decode signaling, received from a node of the multi-hop network, to determine an indication of a change to a topology of the multi-hop network. The apparatus is further configured to, in response to a determination, from the decoded signaling, of an addition of a second node to the multi-hop network topology, increment a total of a number of descendant nodes, and allocate one or more transmission slots to a number of unused slots in one or more transmission opportunity regions of a slotframe, wherein the slotframe includes a repeating pattern of one or more transmission opportunity periods for a plurality of nodes in the network.