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45results about How to "The result is highly accurate" patented technology

Generation method of convolutional neural networks and expression recognition method

The invention discloses a generation method of convolutional neural networks for conducting expression recognition on the human face in an image, an expression recognition method, calculation equipment and a mobile terminal. The generation method of the convolutional neural network comprises the steps that the first convolutional neural network is established, wherein the first convolutional neural network comprises a first number of processing modules, a first overall average pooling layer and a first classifier which are connected in sequence; according to a pre-acquired facial image data set, the first convolutional neural network is trained, and the first classifier outputs and indicates an expression corresponding to the human face conveniently, wherein the facial image data set comprises multiple pieces of facial image information; the second convolutional neural network is established, wherein the second convolutional neural network comprises a second number of processing modules, a second overall average pooling layer and a second classifier which are connected in sequence; according to the facial image data set, the trained first convolutional neural network and second convolutional neural network are subjected to joint training, and the second classifier outputs and indicates the expression corresponding to the human face conveniently.
Owner:XIAMEN MEITUZHIJIA TECH

Convolutional neural network generation method and vehicle series identification method

The invention discloses a convolutional neural network generation method used for vehicle series identification of a vehicle in an image, a vehicle series identification method, a computing device anda mobile terminal. The convolutional neural network generation method comprises the steps that a first processing block is constructed, wherein the first processing block comprises a first convolution layer; a second processing block is constructed, wherein the second processing block comprises a second convolution layer and a third convolution layer and the second convolution layer and the thirdconvolution layer are sequentially connected; according to a number of first processing blocks, second processing block and pooling layers, a full connection layer and a classifier are combined to construct a convolutional neural network; the convolutional neural network uses the first processing block as input and the classifier as output; the convolutional neural network is trained according toa pre-acquired vehicle image data set, so that the output of the classifier indicates a vehicle series corresponding to the vehicle; the vehicle image data set comprises a lot of vehicle image information; and each piece of vehicle image information comprises the vehicle image and the vehicle series information of the vehicle in the corresponding image.
Owner:CHEZHI HULIAN BEIJING SCI & TECH CO LTD

Method for determining surfactant critical micelle concentration based on terahertz time-domain spectroscopy technology

The invention relates to a method for determining surfactant critical micelle concentration (CMC) based on the terahertz time-domain spectroscopy technology. The method comprises the steps that 1, a sample pool suitable for terahertz spectrum detection is prepared; 2, surfactant solution samples with different concentrations crossing four orders of magnitudes from 0.1 mM to 100 mM are prepared; 3, terahertz time-domain spectrum of a sample solution to be detected is measured and obtained, a relation spectrogram between the concentrations of the samples and terahertz absorption coefficients or refractive indexes are calculated and obtained through a formula, and the concentration, corresponding to a turning point of the spectrogram, of the surfactant sample is determined; 4, surfactant water solution samples which have a series of concentrations with smaller intervals are prepared according to the concentrations selected close to the determined sample turning point concentration; 5, terahertz time-domain spectra of sample solutions to be detected are measured and obtained again; 6, relation spectrograms between the concentrations of the samples to be detected and terahertz absorption coefficients or refractive indexes are calculated and obtained again, and the CMC of a surfactant is determined through spectrogram information. The method has the advantages of being rapid, free of marks, easy to operate, wide in application range, good in repeatability, high in result accuracy and the like.
Owner:CHONGQING INST OF GREEN & INTELLIGENT TECH CHINESE ACADEMY OF SCI

Continuous distribution type optical fiber gas detection device and method

The invention discloses a continuous distribution type optical fiber gas detection device which comprises a first laser, a first separator, a first coupler, a polarization controller, an acoustic optical modulator, a first erbium-doped optical fiber amplifier, a circulator and a sensor fiber which are sequentially connected. The continuous distribution type optical fiber gas detection device is further provided with a second separator, a second erbium-doped optical fiber amplifier, a second laser, a laser controller, a lock-phase amplifier, a second coupler, a photoelectric detector, a signalcollecting card and a signal processing and displaying unit. Some small holes are formed in the sensor fiber to be used as a gas and light interaction area on the sensor fiber, the second laser sendsout signals to serve as pump light to interact with gas in the sensor fiber, the gas can generate a periodic modulation characteristic after absorbing the pump light, and a gas concentration along thesensor fiber can be obtained. The continuous distribution type optical fiber gas detection device disclosed by the invention can achieve high-accuracy gas concentration detection and has the same applicability for varieties of gas detection.
Owner:YANCHENG INST OF TECH

Acoustic wave detection device and method based on hollow-core photonic crystal fiber

The invention relates to an acoustic wave detection device based on a hollow-core photonic crystal fiber. The acoustic wave detection device comprises the following sequentially connected devices: a laser device, an optical fiber amplifier, a circulator, an optical fiber and an optical fiber acoustic wave sensor, and is provided with a photoelectric detector, a phase-locked amplifier, a laser controller, a data acquisition card and a signal acquisition and processing unit, wherein the laser emitted by the laser device (200) is amplified by the optical fiber amplifier (201) and then enters a port 1# of the circulator (202), signals outputted by a port 2# of the circulator enter the optical fiber (200) for transmission, the optical fiber is connected with the optical fiber acoustic wave sensor, signals outputted from the optical fiber enter the optical fiber acoustic wave sensor (204), the optical fiber acoustic wave sensor reflects part of the signals, the reflected signals are transmitted by the optical fiber and then enter the circulator from the port 2# of the circulator, and the photoelectric detector (205), the phase-locked amplifier (206), the data acquisition card (208) and the signal acquisition and processing unit are sequentially connected at a port 3# of the circulator.
Owner:YANCHENG INST OF TECH

Multi-parameter measuring device based on taper polarization-maintaining fiber grating photoelectric oscillator

The invention provides a multi-parameter measuring device based on a taper polarization-maintaining fiber grating photoelectric oscillator comprising the following devices connected in sequence: a laser, a first polarization controller, a phase modulator, an optical fiber, a second polarization controller, a circulator, a photodetector, an electric amplifier, a coupler and a signal acquisition andprocessing unit, wherein a laser signal emitted by the source of the laser enters the phase modulator through the first polarization controller, the signal output from the phase modulator enters theoptical fiber for transmission, the output of the optical fiber is connected to the second polarization controller, the signal output from the second polarization controller enters the 1# port of thecirculator, a taper polarization-maintaining fiber grating sensor is arranged, the signal output from the 2# port of the circulator enters the taper polarization-maintaining fiber grating sensor, thetaper polarization-maintaining fiber grating sensor reflects part of the signal, the reflected signal enters the circulator through the 2# port of the circulator, and the signal output from the 3# port of the circulator enters the photodetector.
Owner:YANCHENG INST OF TECH

Polymer film conformation transition temperature detection method and system

The invention discloses a polymer film conformation transition temperature detection method and system. The method comprises the following steps: measuring a terahertz time-domain spectral signal of atemperature control sample pool; selecting a temperature point according to a first preset interval in the temperature rise range of the temperature control sample pool to measure a first terahertz time-domain spectral signal of the thin film sample; determining the turning temperature of the film sample according to the terahertz time-domain spectral signal of the temperature control sample pooland the first terahertz time-domain spectral signal; selecting a temperature point according to a second preset interval within a preset temperature range of the transition temperature to measure a second terahertz time-domain spectral signal of the thin film sample; and determining the conformational transformation temperature of the film sample according to the terahertz time-domain spectral signal of the temperature control sample cell and the second terahertz time-domain spectral signal. The terahertz time-domain spectroscopy technology is used for detecting the conformational transformation temperature of the polymer film, so that the method has the advantages of being rapid, free of marks, easy to operate, wide in application range, good in repeatability, high in result accuracy andthe like.
Owner:DONGGUAN UNIV OF TECH

Comprehensive thermal analysis method of content of SBS in SBS modified asphalt

The invention relates to a comprehensive thermal analysis method of the content of SBS in SBS modified asphalt. The method comprises the steps as follows: modified asphalt samples with known SBS content form a standard group, the TG (thermogravimetry) and DSC (differential scanning calorimetry) curves of the modified asphalt standard group are acquired with a comprehensive thermal analyzer; a DTGcurve is obtained, linear fitting is performed on the SBS content of the modified asphalt standard group and the temperature corresponding to third weight loss peak in the DTG curve, and a linear regression equation of SBS content-temperature is established; the heat absorption and release value in a DSC curve is calculated, and a linear regression equation of SBS content-heat absorption and release value is established; the TG and DSC curves of a to-be-tested modified asphalt sample are acquired, the temperature corresponding to the third weight loss peak on the DTG curve and the heat absorption and release value of the DSC curve are obtained with software; the SBS content of the to-be-tested modified asphalt sample is calculated as omega 1 and omega 2 in combination of the two linear regression equations, and the SBS content of the to-be-tested sample is (omega 1+omega 2) / 2. The content of SBS in the SBS modified asphalt is measured in combination of TG and DSC analysis, few the human factors exist, and the accuracy is high.
Owner:CHECC HIGHWAY MAINTENANCE & TEST TECH CO LTD +2

A method for determining the critical micelle concentration of surfactants based on terahertz time-domain spectroscopy

The invention relates to a method for determining the critical micelle concentration (Critical Micelle Concentration, CMC) of a surfactant based on terahertz time-domain spectroscopy, comprising the following steps: S1: preparing a sample cell suitable for terahertz spectral detection; S2: preparing a trans Four orders of magnitude: surfactant solution samples with different concentrations from 0.1 to 100mM; S3: measure and obtain the terahertz time-domain spectrum of the sample solution to be tested; use the formula to calculate the relationship between the concentration of the sample and the terahertz absorption coefficient or refractive index Spectrum, determine the surfactant sample concentration corresponding to the turning point in the image; S4: Select and prepare a series of surfactant aqueous solution samples with smaller intervals around the determined sample turning concentration; S5: Measure again and obtain Measure the terahertz time-domain spectrum of the sample solution; S6: recalculate to obtain the relationship spectrum between the concentration of the sample solution to be tested and the terahertz absorption coefficient or refractive index, and determine the CMC of the surfactant through the image information. The method has the advantages of fast, label-free, simple operation, wide application range, good repeatability, and high accuracy of results.
Owner:CHONGQING INST OF GREEN & INTELLIGENT TECH CHINESE ACADEMY OF SCI

Rock failure acoustic emission sub-dominant frequency identification and extraction method

The invention relates to a rock failure acoustic emission sub-dominant frequency identification and extraction method. Standard cylindrical samples of rocks with different geological causes are prepared, acoustic emission sensors are uniformly arranged on the side surfaces of the standard cylindrical samples in the circumferential direction, a uniaxial compression experiment is carried out, and the acoustic emission sensors receive original acoustic emission waveforms released in the whole process from the beginning of loading to complete destruction of the rock samples, de-noising processing and fast Fourier transform are carried out on the original acoustic emission waveform in sequence to obtain a two-dimensional spectrogram, and fuzzification processing is carried out to obtain a fuzzified two-dimensional spectrogram; an acoustic emission signal with a secondary dominant frequency characteristic is captured and identified, and an acoustic emission dominant frequency and a secondary dominant frequency of the acoustic emission signal are extracted; acoustic emission signals of different lithologic samples in the whole process from loading to complete destruction are collected, acoustic emission signal frequency domain data of rock damage and destruction moments are obtained, for acoustic emission signals with sub-dominant frequency characteristics, the types of the acoustic emission signals are judged, the center frequency is calculated, and a destruction mode is described in combination with a sample destruction load-time curve.
Owner:KUNMING UNIV OF SCI & TECH

A method for detecting metal corrosion using terahertz time-domain spectroscopy

The invention provides a method for detection of metal corrosion by terahertz time-domain spectroscopy. The method includes: measuring the terahertz time-domain spectrums of metal samples with different corrosion time, performing time frequency transformation, and establishing a relationship spectrogram of reflectivity and reaction time; measuring the terahertz time-domain spectrums of corrosion products with different components, performing time frequency transformation, and establishing a relationship spectrogram of reflectivity and the corrosion products with different components; according to the relationship spectrogram of reflectivity and reaction time and the relationship spectrogram of reflectivity and the corrosion products with different components, establishing a relation model of corrosion time and terahertz spectrum signals; measuring the terahertz time-domain spectrum of a to-be-detected sample to obtain the terahertz spectral information of a surface corresponding to the to-be-detected sample and a corrosion product; and introducing the terahertz spectrum information of the to-be-detected sample into the relation model of corrosion time and terahertz spectrum signals so as to determine the corrosion time of the to-be-detected sample. The method provided by the invention can realization of metal corrosion time, and has the advantages of simple operation, good repeatability, and high result precision.
Owner:CHINA UNIV OF PETROLEUM (BEIJING) +1

Intelligent automatic detection equipment for pulling sheet at air outlet of automobile air conditioner

The invention relates to the field of intelligent hardware, is used for solving the problems of low detection efficiency and serious human resource waste of an existing pulling sheet detection device, and particularly relates to an intelligent automatic detection equipment for an pulling sheet at the air outlet of an automobile air conditioner. The intelligent automatic detection equipment comprises a main box body, a detection box body is fixedly mounted at the top of the main box body, and a conveying groove is formed in the top surface of the main box body; and first conveying rollers which are uniformly distributed are arranged between the inner walls above the conveying groove, second conveying rollers which are uniformly distributed are arranged between the inner walls below the conveying groove, discharging mechanisms are arranged on the two sides of the top face of the main box body, a partition plate is fixedly installed on the inner top wall of the detection box body, and openings are formed in the two inner side walls of the detection box body. By designing the detection logic from a detection area A to a detection area D and from a detection area B to a detection area C, the pulling sheet can be turned over after passing through one-time surface detection and weight detection, and it is guaranteed that multiple surfaces of the pulling sheet can be subjected to surface quality detection.
Owner:CHANGZHOU JIALE VEHICLE PARTS MFG

A construction method and application of a two-dimensional temperature distribution observer for cross-flow stacks

ActiveCN110336057BGood performance against input disturbanceImprove accuracyFuel cell controlAlgorithmEngineering
The invention discloses a method for constructing a two-dimensional temperature distribution observer of a cross-flow stack and its application, including: dividing the stack into multi-node equal-area elements and establishing a two-dimensional dynamic mechanism model; discretizing the two-dimensional dynamic mechanism model The two-dimensional dynamic discretization mechanism model is obtained; the discretization mechanism model and the UKF estimation algorithm are based on the input of the stack, and the actual values ​​and evaluation values ​​of the temperatures at all nodes are obtained; the UKF estimation algorithm is based on the actual values ​​and evaluation values ​​corresponding to each outlet node, The evaluation values ​​corresponding to all nodes are corrected to obtain predicted values, and the cycle is repeated until the deviations between the predicted values ​​corresponding to all nodes and the actual values ​​are within the preset range, and the construction of the two-dimensional temperature distribution observer is completed. The invention divides the cross-flow stack into multiple nodes and constructs a two-dimensional dynamic mechanism model, uses the UKF estimation algorithm to accurately and quickly estimate the internal temperature distribution of the cross-flow stack, has good anti-input disturbance performance, and is the temperature of the cross-flow SOFC stack Distributed observations provide a viable solution.
Owner:HUAZHONG UNIV OF SCI & TECH
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