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30results about How to "Reduce structural redundancy" patented technology

Video action detection method based on scale attention hole convolution network

The invention discloses a video action detection method based on a scale attention hole convolutional network. The method comprises the following steps: firstly, sampling a video to obtain a frame image sequence, and marking according to fragment positions to obtain video fragments; and then respectively constructing a layer-scale attention action fragment model and a frame position attention action recognition model, and according to the models and in combination with a watershed algorithm, sequentially obtaining weighted feature representation of a frame image and an action category to whicha video fragment belongs, thereby finishing a video action detection task. According to the method, the space-time motion information capable of better reflecting the intrinsic structures of the timedimension and the space dimension of the video data is extracted by utilizing the hole convolution network; the intrinsic relation of the time sequence context relation of the video frames along withthe change of the size of the scale is more properly described through the layer scale attention, the designed frame position attention mechanism gives the video frames of the action clips a weight more accurately representing the key content of the action clips, the accuracy of video action detection is improved, and the efficiency of action detection is improved.
Owner:HANGZHOU DIANZI UNIV

Concentration gradient generating device and method for generating concentration gradient in one step

The invention discloses a concentration gradient generating device and a method for generating a concentration gradient in one step. The concentration gradient generating device comprises first and second micro-channel networks which are arranged along a vertical direction, wherein the first and second micro-channel networks respectively comprise a plurality of first and second concentration generating channels; one end of each first concentration generating channel is communicated with a first sample inlet of the first micro-channel network; one end of each second concentration generating channel is communicated with a second sample inlet of the second micro-channel network; first and second fluids are respectively injected into the first sample inlet and the second sample inlet; the other end of each first concentration generating channel is communicated with the other end of the corresponding second concentration generating channel and also is connected with a connecting channel, so that the first and second fluids can be converged in the connecting channel; and each connecting channel is also connected with a mixing channel. The concentration gradient generating device disclosed by the invention has the advantages of simple structure, high stability, easiness in manufacturing, and the like. The samples in various target concentrations can be formed in one step.
Owner:SUZHOU INST OF NANO TECH & NANO BIONICS CHINESE ACEDEMY OF SCI

Double-evaporator loop heat pipe

The invention belongs to the field of loop heat pipes, and particularly discloses a double-evaporator loop heat pipe. The double-evaporator loop heat pipe comprises a first evaporator, a second evaporator, a first steam transmission pipeline, a second steam transmission pipeline, a condenser, a mixer and a liquid transmission pipeline, wherein the first evaporator and the second evaporator are connected with an inlet of the condenser through the first steam transmission pipeline and the second steam transmission pipeline respectively; and a condensed liquid generated in the condenser is firstly mixed in the mixer and then is respectively fed into the first evaporator and the second evaporator through the liquid transmission pipeline, so that the double-evaporator loop heat pipe is formed.According to the invention, the requirement of large-area heat dissipation or heat dissipation of multiple heat sources can be met, and the heat dissipation efficiency of the loop heat pipe is effectively improved. Meanwhile, the independent steam transmission pipelines are adopted, the steam in the first evaporator and the second evaporator enters the condenser through the respective steam transmission pipelines, the interference between the evaporators is avoided, and the stability and operation controllability of the loop heat pipe are enhanced.
Owner:HUAZHONG UNIV OF SCI & TECH

Side-cloud collaborative intelligent inspection method and system for electric power internet of things

The invention discloses a side-cloud collaborative electric power Internet of Things intelligent inspection method and system. The method comprises the following steps: collecting information collected by an unmanned aerial vehicle; convolution operation being carried out on the collected information to extract feature information, and a 5G core network being utilized to transmit the feature information and the total number of the serial numbers; performing full-connection operation by utilizing the feature extraction information and the serial number, and judging abnormal features; performingcategory identification on the information of the abnormal features; and outputting the abnormal information and the information category to complete inspection. According to the invention, the hardware resource difference of each level is fully utilized, a task allocation scheme with unified efficiency and capability is realized, the computing capability of the whole system is accelerated, the hardware resource utilization rate and the inspection work efficiency of all equipment are ensured, the problem of large calculation amount of a unilateral server is solved, and thus better economic benefits are brought.
Owner:GUANGDONG POWER GRID CO LTD

Integrated abrasive belt tool for grinding, blasting and measuring

The invention relates to an integrated abrasive belt tool for grinding, blasting and measuring, and belongs to the field of precision free-form surface grinding and polishing. A connecting rod liftingunit is fixed to the upper part of a shell, a revolution support unit is fixed under the connecting rod lifting unit, and a rotation driving unit is fixed to the upper part of the revolution supportunit. A revolution driving unit is fixed to the lower part of the revolution support unit, and an abrasive belt guide wheel unit is fixed onto the revolution support unit. A contact wheel unit and a laser distance measuring instrument are fixed to the lower part of the revolution support unit. The integrated abrasive belt tool for grinding, blasting and measuring has the advantage of having the ability to measure, grind and polish; the processing mode of the tool is changed by driving a revolution support through a telescopic cylinder, and the process is fast and simple; and the tool has a fast grinding mode, a precision polishing mode and a finishing polishing mode, can complete the machining process from blank to finished product in single clamping, and is suitable for free-form surfaceintegration machining which requires both efficiency and quality.
Owner:JILIN UNIV

Feeding and discharging integration type film adhesion device

The invention discloses a feeding and discharging integration type film adhesion device which comprises a circulation type transferring mechanism, a feeding and discharging mechanism, a film adhesion mechanism and a carrying and transferring mechanism, wherein the feeding and discharging mechanism, the film adhesion mechanism and the carrying and transferring mechanism are arranged on the side of the circulation type transferring mechanism. The circulation type transferring mechanism comprises a rotating disc base, a rotating disc and a rotating driver, wherein the rotating disc base is fixedly arranged, the center of the rotating disc is rotationally connected to the top of the rotating disc base, the rotating driver is installed on the rotating disc base, and the power output end of the rotating driver is connected with the rotating disc in a transmission mode. A feeding station, a film adhesion station, a temporary storage station and a transferring station are sequentially arranged on the periphery of the rotating disc base at equal intervals in the rotating direction of the rotating disc. The feeding and discharging mechanism, the film adhesion mechanism and the carrying and transferring mechanism align to the feeding station, the film adhesion station and the transferring station correspondingly. According to the feeding and discharging integration type film adhesion device, the product pollution problem caused by the excessive manual participation is avoided, and the film adhesion efficiency is improved.
Owner:SUZHOU RS TECH

Device for generating concentration gradient and method for generating concentration gradient in one step

The application discloses a concentration gradient generating device and a method for generating the concentration gradient in one step. The concentration gradient generation device includes first and second microchannel networks arranged vertically, the first and second microchannel networks respectively include several first and second concentration generation channels, and one end of each first concentration generation channel is All are communicated with the first sampling port of the first microchannel network, and one end of each second concentration generating channel is connected with the second sampling port of the second microchannel network, and the first and second sampling ports are respectively used to inject the 1. The second fluid, and the other end of each first concentration generating channel and the other end of a corresponding second concentration generating channel are simultaneously communicated with a connecting channel, so that the first and second fluids can flow in the connecting channel converging, while each connecting channel also communicates with a mixing channel. The concentration gradient generation device of the present application has the advantages of simple structure, good stability, and easy manufacture, and can form samples with various target concentrations in one step.
Owner:SUZHOU INST OF NANO TECH & NANO BIONICS CHINESE ACEDEMY OF SCI

Video Action Detection Method Based on Scale Attention Dilated Convolutional Network

The invention discloses a video action detection method based on a scale attention hole convolution network. The method of the present invention first samples the video to obtain the frame image sequence and obtains the video segment according to the segment position mark, then constructs the layer-scale attention action segment model and the frame position attention action recognition model respectively, and obtains the frames sequentially according to the above model and in combination with the watershed algorithm The weighted feature representation of the image and the action category to which the video clip belongs to complete the task of video action detection. The method of the present invention utilizes the dilated convolutional network to extract the spatio-temporal motion information that can better reflect the intrinsic structure of the time dimension and the space dimension of the video data, and more properly characterizes the internal correlation of the timing context of the video frame with the change of the scale size through layer-scale attention , the designed frame position attention mechanism gives the video frame of the action segment a weight that more accurately characterizes the key content of the action segment, improves the accuracy of video action detection, and improves the efficiency of action detection.
Owner:HANGZHOU DIANZI UNIV

Dual-purpose feeding and discharging device for feeding and tray recovery

The invention discloses a dual-purpose feeding and discharging device for feeding and tray recovery. The dual-purpose feeding and discharging device comprises a material preparation assembly, two tray supporting plates, two groups of jacking assemblies and a carrying assembly; the material preparation assembly is sequentially provided with a material feeding station and a tray recovery station in a linear direction; the two tray supporting plates are arranged on the material feeding station and the tray recycling station respectively; the two groups of jacking assemblies are arranged in parallel, and each group of jacking assembly abuts against the bottom face of the corresponding tray supporting plate; and the carrying assembly comprises a carrying cross beam stretching across the upper portion of the material preparation assembly, a suction module in sliding connection with the carrying cross beam and a transverse movement driver in transmission connection with the suction module. Under the condition that the structural complexity is not increased as much as possible, the two suction modules are integrated into a whole, so that the suction modules can adapt to materials and trays, two carrying requirements can be met only by using one carrying assembly, the structural complexity is reduced, the carrying path is shortened, and the feeding efficiency and the tray recovery efficiency are improved.
Owner:SUZHOU RS TECH

A corrugated substrate-porous metal self-heating methanol reforming hydrogen production reactor

The invention discloses a corrugated substrate-porous metal self-heating methanol reforming hydrogen production reactor. The reactor comprises an upper cover plate, a plurality of groups of corrugatedsubstrates which are of the same structure and have upward overlaying bulge arrays and downward overlaying bulge arrays, a structural unit with two laminated porous metal plates and a lower cover plate, wherein graphite gaskets are arranged between adjacent substrates, an evaporation chamber is formed by the first group of corrugated substrate with upward overlaying bulge arrays and an upper cover plate, and a first methanol catalytic combustion chamber is formed in each corrugated substrate with upward overlaying bulge arrays and downward overlaying bulge arrays; a first methanol water vaporreforming chamber is formed between the two porous metal plates, and by that analogy, a last methanol catalytic combustion chamber and a last methanol water vapor reforming chamber are formed. Through different design of the combustion chambers and the reforming chambers, the compactness and power density of the reactor structure are improved; the distribution uniformity of reactants is improvedthrough the corrugated substrates, and the catalyst loading and coating area can be improved through the porous metal plates; and light weight is achieved through the light-weight corrugated substrates and the porous metal structure, and the dynamic response speed of the reactor is improved.
Owner:ZHEJIANG UNIV

Speed change mechanism for high-speed and low-speed two-gear transmission

The invention discloses a speed change mechanism for high-speed and low-speed two-gear transmission. The speed change mechanism comprises an input motor, an input shaft, a casing, a primary planetary gear train, a secondary planetary gear train, a spline shaft, a coupler and a load working machine, wherein the primary planetary gear train comprises a primary planet carrier, a primary roller pin and retainer component, a primary ring gear, a primary sun gear and a primary planetary gear, the secondary planetary gear train comprises a secondary planetary gear, a secondary ring gear, a secondary roller pin and retainer component and a secondary planet carrier, and the primary planetary gear and the secondary planetary gear are connected into a whole to form a duplex planet gear shaft; and an input end clutch is arranged between the primary ring gear and the casing, and an output end clutch is arranged between the shaft section of the secondary ring gear and the spline shaft. The speed change mechanism is high in integration degree and can be applied to occasions with high power, large torque and high rotating speed, the reliability and efficiency of transmission under the requirements of low mass and small size are guaranteed, the stability of the gear shifting process is improved, and the situation of power interruption is avoided.
Owner:CENT SOUTH UNIV +1

Aero-engine central transmission structure adopting face gear for power division

The invention provides an aero-engine central transmission structure adopting a face gear for power division. The aero-engine central transmission structure comprises a central transmission assembly, a first accessory gearbox assembly and a second accessory gearbox assembly, the central transmission assembly comprises a high-pressure compressor rotor, a face gear shaft mounted on the high-pressure compressor rotor through a locking structure, and a face gear shaft supporting bearing for supporting the face gear shaft. The face gear shaft supporting bearing is mounted on a central transmission shell. The first accessory gearbox assembly and the second accessory gearbox assembly each comprise an accessory gearbox, a central transmission rod connected with the accessory gearbox, a driven straight spur gear shaft connected with the central transmission rod through a locking structure, a first gear shaft supporting bearing and a second gear shaft supporting bearing, wherein the first gear shaft supporting bearing and the second gear shaft supporting bearing are used for supporting the driven straight spur gear shaft. The face gear shaft is separately meshed with the first driven straight spur gear shaft and the second driven straight spur gear shaft.
Owner:AECC SHENYANG ENGINE RES INST

Image semantic segmentation method and device

The invention provides an image semantic segmentation method and device. The method comprises the steps of inputting a to-be-processed image into an image recognition model, wherein the image recognition model comprises a short-time dense connection network layer and a decoding network layer, the short-time dense connection network layer comprises a convolution module, a plurality of short-time dense connection layers and an output module, and each short-time dense connection layer comprises a plurality of short-time dense connection modules; calling a convolution module to process the to-be-processed image to obtain a first feature map corresponding to the to-be-processed image; calling a short-time dense connection layer to process the first feature map to obtain a second feature map; calling an output module to process the second feature map to obtain a third feature map; calling a decoding network layer to perform up-sampling on the third feature map and mapping the third feature map to the segmentation category to obtain a fourth feature map of which the channel number is the segmentation category number; and determining a semantic segmentation result corresponding to the to-be-processed image according to the fourth feature map. According to the invention, the network structure redundancy can be reduced, and the image semantic segmentation performance and efficiency are improved.
Owner:BEIJING SANKUAI ONLINE TECH CO LTD

Continuously variable transmission without power interruption

The invention discloses a continuously variable transmission without power interruption. The continuously variable transmission comprises a power input part, a main transmission part, a power output part, a braking part and a variable speed control part; the main transmission part comprises a case and a planetary gear train, the planetary gear train comprises a sun gear, a first-stage gear ring, a second-stage gear ring, a duplex planetary gear, a first-stage planet carrier, a second-stage planet carrier and a second-stage one-way clutch, the sun gear is in transmission connection with the power input part, the first-stage gear ring is braked through the braking part, engaging teeth are machined on the inner ring and the outer ring of the second-stage gear ring, one end of the duplex planetary gear is engaged with the first-stage gear ring and the sun gear, and the other end of the duplex planetary gear is engaged with the inner ring of the second-stage gear ring; and the second-stage planet carrier is in transmission connection with the power output part through the second-stage one-way clutch. The continuously variable transmission without power interruption has the advantages of being compact in structure and capable of achieving continuously variable speed under the condition that continuous power transmission is guaranteed, and the transmission performance is effectively improved.
Owner:CENT SOUTH UNIV
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