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261 results about "Time loss" patented technology

Human behavior recognition method based on attention mechanism and 3D convolutional neural network

The invention discloses a human behavior recognition method based on an attention mechanism and a 3D convolutional neural network. According to the human behavior recognition method, a 3D convolutional neural network is constructed; and the input layer of the 3D convolutional neural network includes two channels: an original grayscale image and an attention matrix. A 3D CNN model for recognizing ahuman behavior in a video is constructed; an attention mechanism is introduced; a distance between two frames is calculated to form an attention matrix; the attention matrix and an original human behavior video sequence form double channels inputted into the constructed 3D CNN and convolution operation is carried out to carry out vital feature extraction on a visual focus area. Meanwhile, the 3DCNN structure is optimized; a Dropout layer is randomly added to the network to freeze some connection weights of the network; the ReLU activation function is employed, so that the network sparsity isimproved; problems that computing load leap and gradient disappearing due to the dimension increasing and the layer number increasing are solved; overfitting under a small data set is prevented; and the network recognition accuracy is improved and the time losses are reduced.
Owner:NORTH CHINA ELECTRIC POWER UNIV (BAODING) +1

Method for compressed sensing synthetic aperture radar imaging based on dual sparse constraints

InactiveCN104111458ARealize high-resolution imagingHigh imaging speed requirementsSpecial data processing applicationsRadio wave reradiation/reflectionSparse constraintHigh resolution imaging
The invention discloses a method for compressed sensing synthetic aperture radar imaging based on dual sparse constraints. The method mainly solves the problems that a complete SAR image cannot be obtained in imaging through a traditional synthetic aperture radar imaging method and time loss is large. The method comprises a first step of utilizing radar to irradiate a ground sparse scene D and obtain echo signals r of the scene; a second step of constructing an orientation direction base matrix A of the scene and a distance direction base matrix B of the scene; a third step of obtaining an orientation direction measurement matrix theta, a distance direction measurement matrix omega and an echo measurement matrix S according to the orientation direction base matrix and the distance direction base matrix; a fourth step of constructing a Lagrangian function f(Y,U) according to the orientation direction measurement matrix, the distance direction measurement matrix and the echo measurement matrix; and a fifth step of using an alternate iteration multiplier method to solve the Lagrangian function f(Y,U) in the fourth step and obtaining an image of the scene D. The method can achieve high-resolution imaging of synthetic aperture radar in downsampling, is quick in imaging speed and can be used for large-area topographic mapping and cartography.
Owner:XIDIAN UNIV

Switch/network adapter port incorporating shared memory resources selectively accessible by a direct execution logic element and one or more dense logic devices in a fully buffered dual in-line memory module format (FB-DIMM)

An enhanced switch / network adapter port incorporating shared memory resources (“SNAPM™”) selectively accessible by a direct execution logic element and one or more dense logic devices in a fully buffered dual in-line memory module (“FB-DIMM”) format for clustered computing systems employing direct execution logic such as multi-adaptive processor elements (“MAP®”, all trademarks of SRC Computers, Inc.). Functionally, the SNAPM modules incorporate and properly allocate memory resources so that the memory appears to the associated dense logic device(s) (e.g. a microprocessor) to be functionally like any other system memory such that no time penalties are incurred when accessing it. Through the use of a programmable access coordination mechanism, the control of this memory can be handed off to the SNAPM memory controller and, once in control, the controller can move data between the shared memory resources and the computer network such that the transfer is performed at the maximum rate that the memory devices themselves can sustain. This provides the highest performance link to the other network devices such as MAP® elements, common memory boards and the like.
Owner:SRC COMP

Composite anti-mud agent based on polycarboxylate-type pumping agent, anti-mud pumping agent and preparation method of anti-mud pumping agent

The invention provides a composite anti-mud agent based on a polycarboxylate-type pumping agent, an anti-mud pumping agent and a preparation method of the anti-mud pumping agent. The anti-mud pumping agent comprises a water reducing component which is namely a liquid polycarboxylate superplasticizer with solid content of 40%, a retarder component which is namely a conventional retarder, an entraining component which is namely an anionic surfactant synthesizing entraining agent and a composite anti-mud agent which is namely a mixture of calcium nitrate, polyvinyl alcohol, beta dextrin and diallyl dimethyl ammonium chloride. The preparation method of the anti-mud pumping agent comprises the following steps: firstly adding raw materials of the composite anti-mud agent into water, and preparing a composite anti-mud agent solution; adding the composite anti-mud agent solution into a mixture of the polycarboxylate superplasticizer, the entraining agent, the retarder and water, and uniformly stirring. The anti-mud pumping agent has the advantages that influence of content of mud in sand and stones on flowability of concrete can be obviously reduced without increasing the cost, the time loss in collapsed slump is reduced, and other properties such as strength of the concrete are not influenced.
Owner:邯郸市友邦新材料科技有限公司

Station pile-free rental device used in bicycle rental system and working method

The invention relates to a station pile-free rental device used in a bicycle rental system and a working method, which belongs to the transportation field. The rental device provided by the invention comprises a short distance device identification module and a bicycle lock control device control module. The working method comprises the steps that a short distance detection module detects whether a bicycle is within a designated area to generate a dynamic two-dimensional code and a temporary bicycle locking password; a user scans the two-dimensional code information, carries out communication through mobile phone GPRS, uploads corresponding data to a server, and the data are verified; a bicycle rent and return request is sent to a lock control device; the bicycle lock control device receives a text message through a text message transceiver unit to determine the bicycle rent and return request, and at the same time the lock state of the bicycle is acquired; GPRS communication is carried out after GPS positioning; and bicycle rent and return information is uploaded to the server, and then is pushed to the user. According to the invention, the device and the working method are safe and reliable and are easy to operate; the pile-free mode reduces personnel and time loss; low power consumption is realized through the text message transceiver unit; and the service life of a bicycle battery is prolonged.
Owner:HANGZHOU QIXING TECH

Beverage-packaging production line efficiency and machine state assessing method

To address a problem that efficiency of beverage-packaging lines in some domestic beverage enterprises is hard to quantify, the invention provides a practical and effective information system for production line efficiency assessment and equipment state monitoring. Via the system, information-based digital assessment of efficiency during production line operation can be realized. Via assessment of an equipment speed rate V- curve, shutdown records of key devices can be extracted; the shutdown records comprise shutdown starting time, the shutdown ending time, shutdown duration, shutdown types, shutdown devices, reasons behind shutdown and the like; all kinds of time loss caused by internal and external factors can be accurately quantified and assessed, and therefore a production line efficiency assessing and monitoring system based on four indexes used as measurement standards which include total asset utilization rates, line production rates, rates of comprehensive utilization of equipment and line efficiency. Digitalization of beverage packaging production line can be realized; comprehensive management capability, inter-department coordination and cooperation capability, equipment operation capability and fault handling capability of the enterprises can be overall reflected.
Owner:CHINA NAT RES INST OF FOOD & FERMENTATION IND CO LTD +1
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