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公开(公告)号：US20180060240A1
公开(公告)日：2018-03-01
申请号：US15678889
申请日：2017-08-16
Applicant: NEC Laboratories America, Inc.
Inventor： Asim Kadav , Farley Lai
IPC: G06F12/0875 , G06K9/00 , G06K9/66 , G06N99/00 , G06N3/02
CPC classification number: G06N3/084 , G06F12/0875 , G06F2212/455 , G06K9/00255 , G06K9/00288 , G06K9/00986 , G06K9/66 , G06N3/02 , G06N3/063 , G06N20/00 , G06T1/20 , H04L41/16 , H04L67/2842
Abstract: A face recognition system and method for face recognition are provided. The face recognition system includes a camera for capturing an input image of a face of a person to be recognized. The face recognition system further includes a cache. The face recognition system further includes a set of one or more processors configured to (i) improve a utilization of the cache by the one or more processors during multiple training stages of a neural network configured to perform face recognition, by performing a stage-wise mini-batch process on a set of samples used for the multiple training stages, and (ii) recognize the person by applying the neural network to the input image during a recognition stage. The stage-wise mini-batch process waits for each of the multiple training stages to complete using a system wait primitive to improve the utilization of the cache.
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公开(公告)号：US20180053111A1
公开(公告)日：2018-02-22
申请号：US15680831
申请日：2017-08-18
Applicant: NEC Laboratories America, Inc.
Inventor： Tan Yan , Dongjin Song , Haifeng Chen , Guofei Jiang , Tingyang Xu
CPC classification number: H02J13/0006 , G05B17/02 , G06F17/142 , G06F17/16 , G06F17/18 , G06K9/00563 , G06K9/6244 , G06K9/6267 , G06N7/08 , G06N20/00
Abstract: Methods and systems for detecting anomalies include determining a predictive model for each pair of a set of time series, each time series being associated with a component of a system. New values of each pair of time series are compared to values predicted by the respective predictive model to determine if the respective predictive model is broken. A number of broken predictive models is determined. An anomaly alert is generated if the number of broken predictive models exceeds a threshold.
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283.发明申请公开(公告)号：US20180052041A1
公开(公告)日：2018-02-22
申请号：US15678656
申请日：2017-08-16
Applicant: NEC Laboratories America, Inc.
Inventor： Fatih Yaman , Giovanni Milione , Shaoliang Zhang , Yue-Kai Huang
IPC: G01H9/00
CPC classification number: G01N21/47 , G01H9/004 , G01K11/32 , G01M11/083 , G01M11/085 , G01N2021/1744 , G01N2021/432 , G01N2021/638 , G02B6/02042
Abstract: A system and method are provided for distributed acoustic sensing in a multimode optical fiber. The system includes a transmitter for simultaneously propagating a sequence of M light pulses through the multimode optical fiber using a spatial mode selected from a set of N spatial modes provided by a spatial mode selector for the transmitter that is coupled to an input to the multimode optical fiber, with M and N being respective integers greater than one. The system further includes a receiver for receiving the sequence of M light pulses at an output of the multimode optical fiber and detecting an environmental perturbation in the multimode optical fiber based on an evaluation of a propagation of the sequence of M light pulses through the multimode optical fiber.
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公开(公告)号：US20170337467A1
公开(公告)日：2017-11-23
申请号：US15590666
申请日：2017-05-09
Applicant: NEC Laboratories America, Inc.
Inventor： Asim Kadav , Igor Durdanovic , Hans Peter Graf , Hao Li
CPC classification number: G06N3/082 , G06F17/153 , G06F17/17 , G06K9/00771 , G06K9/4628 , G06K9/6228 , G06K9/627 , G06K9/6296 , G06K9/66 , G06K2009/00738 , G06N3/0427 , G06N3/0454 , G06N3/0481 , G06N5/045 , G08B13/00 , G08B29/186 , H03H2222/04
Abstract: Security systems and methods for detecting intrusion events include one or more sensors configured to monitor an environment. A pruned convolutional neural network (CNN) is configured process information from the one or more sensors to classify events in the monitored environment. CNN filters having the smallest summed weights have been pruned from the pruned CNN. An alert module is configured to detect an intrusion event in the monitored environment based on event classifications. A control module is configured to perform a security action based on the detection of an intrusion event.
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公开(公告)号：US09821813B2
公开(公告)日：2017-11-21
申请号：US14879264
申请日：2015-10-09
Applicant: NEC Laboratories America, Inc.
Inventor： Manmohan Chandraker , Vikas Dhiman
IPC: B60W40/04 , G06T17/00 , H04N7/18 , H04N5/225 , G06T7/20 , G06K9/00 , G06T7/579 , G06T7/215 , G06T7/277
CPC classification number: B60W40/04 , B60R2300/108 , B60R2300/804 , G06K9/00798 , G06K9/00805 , G06T7/215 , G06T7/277 , G06T7/579 , G06T17/00 , G06T2207/10016 , G06T2207/20076 , G06T2207/30241 , G06T2207/30252 , H04N5/225 , H04N7/183
Abstract: Systems and methods are disclosed for road scene understanding of vehicles in traffic by capturing images of traffic with a camera coupled to a vehicle; generating a continuous model of occlusions with a continuous occlusion mode for traffic participants to enhance point track association accuracy without distinguishing between moving and static objects; applying the continuous occlusion model to handle visibility constraints in object tracks; and combining point track association and soft object track modeling to improve 3D localization accuracy.
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Patent Agency Ranking
公开(公告)号：US09813922B2
公开(公告)日：2017-11-07
申请号：US14812580
申请日：2015-07-29
Applicant: NEC Laboratories America, Inc.
Inventor： Narayan Prasad , Vaibhav Singh , Sampath Rangarajan
IPC: H04W24/02 , H04W28/02 , H04L12/891 , H04W72/04
CPC classification number: H04W24/02 , H04L47/41 , H04W28/02 , H04W72/0446
Abstract: A system and method for resource management in a heterogeneous wireless network wherein the resources of the mobile communications system are managed on a coarse time-scale and a fine time-scale. The coarse time-scale management comprises a first stage of determining the user association for each of the plurality of TPs followed by a second stage of determining activation fractions for all TPs. The determining of the user association is performed by utilizing a GLS procedure having a Greedy Stage and a Local Search Stage. In the Greedy Stage, new user, TP pairs are analyzed and the pair with the greatest improvement in system utility is selected. In the Local Search Stage, potential swaps are analyzed and a pair offering the greatest improvement that exceeds a threshold is selected. The determining of activation fractions for all TPs is performed by utilizing an auxiliary function method.
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公开(公告)号：US09813157B2
公开(公告)日：2017-11-07
申请号：US15062179
申请日：2016-03-06
Applicant: NEC Laboratories America, Inc.
Inventor： Shaoling Zhang , Fatih Yaman , Yue-Kai Huang , Ezra Ip , Yoshihisa Inada
IPC: H04B10/00 , H04B10/2581 , H04L25/03 , H04B10/2543 , H04B10/69
CPC classification number: H04B10/2581 , H04B10/2543 , H04B10/6971 , H04L25/03885
Abstract: Aspects of the present disclosure are directed to the mitigation of multi-path interference from quasi-single-mode fiber using hybrid span configuration and digital signal processing wherein a hybrid span of quasi-single mode fibers and single-mode fibers are used to configure the hybrid span. Additional aspects are directed to introducing a low-baud rate sub-banding signal to reduce the number of DD-LMS taps required when compensating the multi-path interference as the low-baud rate signal requires fewer taps to cover a given range of MPI as compared to a high-baud rate signal. Finally further aspects are directed to an ALMS equalizer which further reduces the number of equalizer taps by shifting its center tap towards the right if higher-order modes transmit slower than a fundamental mode, otherwise the center tap is shifted to the left.
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公开(公告)号：US20170317498A1
公开(公告)日：2017-11-02
申请号：US15489805
申请日：2017-04-18
Applicant: NEC Laboratories America, Inc.
Inventor： Feng Guo , Ratnesh Sharma
CPC classification number: H02J13/0006 , G05B15/02 , H02J3/12 , H02J3/18 , H02J3/382 , H02J3/50 , H02J2003/007 , Y02E40/30 , Y02E40/72 , Y02E60/76 , Y04S10/123 , Y04S40/22
Abstract: A computer-implemented method for controlling voltage fluctuations of a microgrid including a plurality of distributed generators (DGs) is presented. The computer-implemented method includes collecting, by a resiliency controller including at least a voltage control module, measurement data from the microgrid, using, by a reactive power estimator, reactive power estimations to calculate an amount of reactive power for each of the DGs, and using a dynamic droop control unit to distribute the reactive power to each of the DGs of the microgrid.
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公开(公告)号：US20170294091A1
公开(公告)日：2017-10-12
申请号：US15479430
申请日：2017-04-05
Applicant: NEC Laboratories America, Inc.
Inventor： Renqiang Min , Yang Gao , Eric Cosatto
CPC classification number: G06K9/00711 , G06K9/4628 , G06K9/6274 , G06K2009/00738 , G06N3/0427 , G06N3/0445 , G06N3/0454 , G06N3/08 , G06N5/045 , G08B13/19613 , G08B13/19695 , H04N5/77 , H04N7/183
Abstract: A video monitoring system and method are provided. The video monitoring system includes a camera. The camera is positioned to monitor an area and capture live video to provide a live video stream. The video monitoring system also includes a security processing system. The security processing system includes a processor and memory coupled to the processor. The security processing system is programmed to detect and identify a target action sequence in the live video stream using a multi-layer deep long short-term memory process on are attention factor that is based on an within-frame attention and an between-frame attention. The security processing system is further programmed to trigger an action to alert that a target action sequence has been detected.
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公开(公告)号：US09785130B2
公开(公告)日：2017-10-10
申请号：US14681027
申请日：2015-04-07
Applicant: NEC Laboratories America, Inc.
Inventor： Ali Hooshmand , Ratnesh Sharma
CPC classification number: G05B15/02 , G05B2219/2639 , G06Q10/04 , G06Q10/063 , G06Q50/06 , H02J3/12 , H02J3/382 , H02J7/34 , H02J2003/003 , Y04S10/54
Abstract: A method for power management includes applying a decentralized control to manage a large-scale community-level energy system; obtaining a global optimal solution satisfying constraints between the agents representing the energy system's devices as a state-based potential game with a multi-agent framework; independently optimizing each agent's output power while considering operational constraints and assuring a pure Nash equilibrium (NE), wherein a state space helps coordinating the agents' behavior in energy system to deal with system-wide constraints including supply demand balance, battery charging power constraint and satisfy system-wide and device-level (local) operational constraints; and controlling distributed generations (DGs) and storage devices using the agent's output.
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