公开(公告)号：US20210109493A1

公开(公告)日：2021-04-15

申请号：US17130025

申请日：2020-12-22

Applicant: Intel Corporation

Inventor： Rajesh Poornachandran ,  Omesh Tickoo ,  Vinayak Honkote ,  John Charles Weast ,  Rita H. Wouhaybi ,  Stanley Mo

IPC: G05B19/042 ,  G05B13/02 ,  B25J19/00

Abstract: According to various aspects, a controller for an automated machine may include: one or more processors configured to: obtain a message from a further automated machine in accordance with a communication protocol, the message including a first result of a first sensing process that the further automated machine performs; and determine an assessment of the automated machine based on the first result and based on a second result of a second sensing process that the automated machine performs.

公开(公告)号：US20210081756A1

公开(公告)日：2021-03-18

申请号：US17107759

申请日：2020-11-30

Applicant: Intel Corporation

Inventor： Julio C. Zamora Esquivel ,  Jesus Adan Cruz Vargas ,  Jose Rodrigo Camacho Perez ,  Paulo Lopez Meyer ,  Hector A. Cordourier Maruri ,  Omesh Tickoo

IPC: G06N3/04 ,  G06N3/08

Abstract: An apparatus to facilitate fractional convolutional kernels is disclosed. The apparatus includes one or more processors comprising a convolution circuit of a neural network, the convolution circuit to initialize a set of parameters of a fractional convolutional kernel, the set of parameters comprising at least a fractional derivative parameter that is initialized with a fractional value, and apply the fractional convolutional kernel to input data to convolve the input data to obtain output data.

公开(公告)号：US10887614B2

公开(公告)日：2021-01-05

申请号：US16450743

申请日：2019-06-24

Applicant: Intel Corporation

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

IPC: H04N19/42 ,  H04N19/176 ,  H04N19/167 ,  H04N19/70 ,  H04N19/513 ,  H04N19/119 ,  H04N19/115 ,  H04N19/137 ,  H04N19/17

Abstract: Techniques related to applying computer vision to decompressed video are discussed. Such techniques may include generating a region of interest in an individual video frame by translating spatial indicators of a first detected computer vision result from a reference video frame to the individual video frame and applying a greater threshold within the region of interest than outside of the region of interest for computer vision evaluation in the individual frame.

公开(公告)号：US10755105B2

公开(公告)日：2020-08-25

申请号：US15662815

申请日：2017-07-28

Applicant: Intel Corporation

Inventor： Shayok Chakraborty ,  Omesh Tickoo ,  Ravishankar Iyer

IPC: H04N7/12 ,  G06K9/00 ,  G06K9/62 ,  H04N21/4223 ,  H04N21/44 ,  H04N21/845 ,  G11B27/034 ,  H04N21/8549 ,  H04N21/414 ,  G11B20/10 ,  G11B27/30

Abstract: System, apparatus, method, and computer readable media for on-the-fly captured video summarization. A video stream is incrementally summarized in concurrence with generation of the stream by a camera module. Saliency of the video stream summary is maintained as the stream evolves by updating the summary to include only the most significant frames. In one exemplary embodiment, saliency is determined by optimizing an objective function including terms that are indicative of both the diversity of a selection, and how representative the selection is to the processed portion of the video data corpus. A device platform including a CM and comporting with the exemplary architecture may provide video camera functionality at ultra-low power, and/or with ultra-low storage resources, and/or with ultra-low communication channel bandwidth.

公开(公告)号：US10740617B2

公开(公告)日：2020-08-11

申请号：US15846466

申请日：2017-12-19

Applicant: Intel Corporation

Inventor： Srenivas Varadarajan ,  Omesh Tickoo

IPC: G06K9/00 ,  H04N7/18

Abstract: A mechanism is described for facilitating protection and recovery of identities in surveillance camera environments according to one embodiment. An apparatus of embodiments, as described herein, includes detection and reception logic to receive a video stream of a scene as captured by a camera, wherein the scene includes persons. The apparatus may further include recognition and application logic to recognize an abnormal activity and one or more persons associated with the abnormal activity in a video frame of the video stream. The apparatus may further include identity recovery logic to recover one or more identities of the one or more persons in response to the abnormal activity, where the one or more identities are recovered from masked data and encrypted residuals associated with the one or more persons.

公开(公告)号：US20200160049A1

公开(公告)日：2020-05-21

申请号：US16748212

申请日：2020-01-21

Applicant: Intel Corporation

Inventor： Srenivas Varadarajan ,  Nikita Tiwari ,  Parual Datta ,  Andradige Pubudu Madhawa Silva ,  Omesh Tickoo ,  Erin Carroll

IPC: G06K9/00 ,  G06T7/292

Abstract: A mechanism is described for facilitating age classification of humans using image depth and human pose according to one embodiment. A method of embodiments, as described herein, includes facilitating, by one or more cameras of a computing device, capturing of a video stream of a scene having persons, and computing overall-depth torso lengths of the persons based on depth torso lengths of the persons. The method may further include comparing the overall-depth torso lengths with a predetermined threshold value representing a separation age between adults and children, and classifying a first set of the persons as adults if a first set of the overall-depth torso lengths associated with the first set of persons is greater than the threshold value.

公开(公告)号：US10599980B2

公开(公告)日：2020-03-24

申请号：US14976524

申请日：2015-12-21

Applicant: Intel Corporation

Inventor： Glen J. Anderson ,  Jose K. Sia, Jr. ,  Kathy Yuen ,  Shilpa A. Sodani ,  Bradley A. Jackson ,  Omesh Tickoo ,  Nafisa A. Chowdhury ,  Margaret E. Morris

IPC: G06N5/02 ,  H04L29/08

Abstract: Technologies for providing cues to a user of a cognitive cuing system are disclosed. The cues can be based on the context of the user. The cognitive cuing system communicates with a knowledge-based system which provides information based on the context, such as the name of a person and the relationship the user of the cognitive cuing system has with the person. The cues can be provided to the user of the cognitive cuing system through visual, auditory, or haptic means.

公开(公告)号：US10540545B2

公开(公告)日：2020-01-21

申请号：US15821461

申请日：2017-11-22

Applicant: Intel Corporation

Inventor： Srenivas Varadarajan ,  Nikita Tiwari ,  Parual Datta ,  Andradige Pubudu Madhawa Silva ,  Omesh Tickoo ,  Erin Carroll

IPC: G06K9/00 ,  G06T7/292 ,  G06K9/62

Abstract: A mechanism is described for facilitating age classification of humans using image depth and human pose according to one embodiment. A method of embodiments, as described herein, includes facilitating, by one or more cameras of a computing device, capturing of a video stream of a scene having persons, and computing overall-depth torso lengths of the persons based on depth torso lengths of the persons. The method may further include comparing the overall-depth torso lengths with a predetermined threshold value representing a separation age between adults and children, and classifying a first set of the persons as adults if a first set of the overall-depth torso lengths associated with the first set of persons is greater than the threshold value.

公开(公告)号：US20200012864A1

公开(公告)日：2020-01-09

申请号：US16298549

申请日：2019-03-11

Applicant: Intel Corporation

Inventor： Myung Hwangbo ,  Krishna Kumar Singh ,  Teahyung Lee ,  Omesh Tickoo

IPC: G06K9/00 ,  G06K9/62 ,  G06K9/46

Abstract: An apparatus for video summarization using sematic information is described herein. The apparatus includes a controller, a scoring mechanism, and a summarizer. The controller is to segment an incoming video stream into a plurality of activity segments, wherein each frame is associated with an activity. The scoring mechanism is to calculate a score for each frame of each activity, wherein the score is based on a plurality of objects in each frame. The summarizer is to summarize the activity segments based on the score for each frame.

公开(公告)号：US10349060B2

公开(公告)日：2019-07-09

申请号：US15640202

申请日：2017-06-30

Applicant: INTEL CORPORATION

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

IPC: H04N19/167 ,  H04N19/17 ,  H04N19/176

Abstract: An example apparatus for encoding video frames includes a receiver to receive video frames and a heat map from a camera and expected object regions from a video database. The apparatus also includes a region of interest (ROI) map generator to detect a region of interest in a video frame based on the expected object regions. The ROI map generator can also detect a region of interest in the video frame based on the heat map. The ROI map generator can then generate an ROI map based on the detected regions of interest. The apparatus further 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 encoding parameter.