Data analysis device, precision estimation device, data analysis method, and storage medium

    公开(公告)号:US11809297B2

    公开(公告)日:2023-11-07

    申请号:US17040309

    申请日:2019-04-19

    Abstract: Provided is a data analysis device comprising: an analysis subject acquisition part for acquiring data to be analyzed (analysis subject data); a precision estimation part for estimating the analysis precision of the analysis subject data; a selection part for selecting an analysis module to be used in analyzing the analysis subject data on the basis of the result of estimating the analysis precision of the analysis subject data and information indicating the analysis time of the analysis subject data; and an analysis execution part for analyzing the analysis subject data using the analysis module having been selected by the selection part. According to this configuration, in cases where a data analysis device configures a data analysis processing method, the operator of the data analysis device does not have to preset a determination standard for configuring the processing method.

    Visual object tracking method, visual object tracking system, machine learning method, and learning system

    公开(公告)号:US12211218B2

    公开(公告)日:2025-01-28

    申请号:US17765946

    申请日:2019-10-07

    Abstract: An estimation unit of a visual object tracking apparatus estimates a plurality of estimated bounding boxes and estimated object IDs respectively corresponding to the estimated bounding boxes based on a plurality of predicted bounding boxes and a plurality of detected bounding boxes. For example, the “detected bounding boxes” are “bounding boxes (bounded areas)” detected by a detector in each of a plurality of frames in a time series such as moving images. The “bounding box” is a frame surrounding an image of an object detected in a frame. For example, the “predicted bounding box” is a “bounding box” predicted by a predictor based on an estimated bounding box(es) estimated for one or a plurality of frames in the past.

    Object tracking device, object tracking method, and recording medium

    公开(公告)号:US12079999B2

    公开(公告)日:2024-09-03

    申请号:US17437218

    申请日:2020-03-10

    CPC classification number: G06T7/20 G06T2207/10016 G06T2207/30196

    Abstract: In an object tracking device, an object detection unit detects an object from video data using a plurality of object detection programs of different detection accuracy. The object tracking unit tracks the object from the detected position of the object by the object detection unit. The control unit controls the object detection programs used by the object detection unit based on the detection result of the object by the object detection unit and the tracking result of the object by the object tracking unit.

    Data compression system and method of using

    公开(公告)号:US11764806B2

    公开(公告)日:2023-09-19

    申请号:US17467282

    申请日:2021-09-06

    Abstract: A system includes a non-transitory computer readable medium configured to store instructions thereon; and a processor connected to the non-transitory computer readable medium. The processor is configured to execute the instructions for generating a mask based on received data from a sensor, wherein the mask includes a plurality of importance values, and each region of the received data is designated a corresponding importance value of the plurality of importance values. The processor is configured to execute the instructions for encoding the received data based on the mask; and transmitting the encoded data to a decoder for defining reconstructed data. The processor is configured to execute the instructions for computing a loss based on the reconstructed data, the received data and the mask. The processor is configured to execute the instructions for providing training to an encoder for encoding the received data based on the computed loss.

    Video distribution system, video distribution method, and recording medium storing video distribution program

    公开(公告)号:US11172166B2

    公开(公告)日:2021-11-09

    申请号:US16756547

    申请日:2018-10-23

    Inventor: Hayato Itsumi

    Abstract: This video distribution system includes: an allocation output means for transmitting, at a notified frame rate, videos acquired from a plurality of cameras to analysis devices that process the videos; and a rate determination means for calculating a frame rate such that an objective function value, which increases with an increase of the total sum of the product of the variation amount among the frames of a transmitted video and the transmission frame rate, becomes maximum, under a condition that the total frame rates of the video received by an analysis device does not exceed the analysis processing speed of the analysis device, and for notifying the allocation output means about the calculated frame rate, to distribute, to each of analysis devices, a video having an appropriate frame rate according to the variation amount among frames of the video and the analysis process speed of the analysis device.

    Network system, network control method and control apparatus

    公开(公告)号:US10218615B2

    公开(公告)日:2019-02-26

    申请号:US15117180

    申请日:2015-02-05

    Inventor: Hayato Itsumi

    Abstract: A network system, a network control method and a control apparatus are provided that solve virtual network function deployment on a network. An apparatus (10) for controlling a network including a plurality of nodes and servers stores first information related to links and nodes on the network (20) and second information related to computing resources of servers (SV) on which virtual network functions (VNF) can be deployed and, when at least one virtual network function (VNF) is required, collectively performs deployment of the required virtual network function (VNF) on a server (SV) and configuration of a path (P) on the network connecting to the deployment-target server, based on the first and second information.

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