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3 results about "Loop network" patented technology

Viewpoint adjustment-based graph convolution cycle network skeleton action recognition method and system

ActiveCN111339942ASolve the problem of viewing angleRealize modelingBiometric pattern recognitionNeural architecturesTime informationSkeletal movement
The invention provides a viewpoint adjustment-based graph convolution loop network skeleton action recognition method and system, relates to the technical field of action recognition, and solves the problem of recognition accuracy reduction caused by different observation visual angles. Utilizing the trained graph convolution recurrent neural network, and taking the preprocessed data as input to obtain spatiotemporal information of the bone data; a Softmax function is adopted, the obtained space-time information serves as input, and a skeletal movement classification result is obtained; the method integrates the advantages of the graph convolution network and the cyclic network, achieves the modeling of the time and space information of the skeleton data, can further improve the accuracy of movement recognition on the basis of an LSTM network movement recognition method, is universal in behavior recognition based on a skeleton data set, and is wide in application prospect.
Owner:SHANDONG UNIV

Synchronous crossing robot underground coal mine

InactiveCN112621778ARealize synchronous traverse controlExecution of tasksManipulatorVehiclesDriver/operatorMachine
The invention discloses a synchronous crossing robot underground a coal mine. A system comprises a front-end synchronous crossing robot, a rear-end control platform and a mine communication system; wherein the front-end synchronous crossing robot is arranged in a mine working face; the rear-end control platform is arranged in a ground working machine room and is operated by a driver; and the mine communication system is composed of a local UWB communication positioning system, an optical fiber system and a mine looped network. Through the whole set of high-bandwidth mine communication system, limb instruction information of the driver can interact with working condition on-site information of the working face in real time, and the driver makes corresponding limb actions according to information acquired by the robot on site; and the underground robot drives robot joint stepping motors in a one-to-one correspondence mode to rotate in real time according to a limb action signal of the driver, accordingly, the synchronous crossing action corresponding to the action of the driver is completed, the 'man-in-the-loop' remote man-robot synchronous crossing control is realized, and finally, the required unmanned operation of the mine working face is completed.
Owner:BEIJING UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE
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