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56 results about "Linear formula" patented technology

Formula of Linear equation in one variable. A Linear Equation in one variable is defined as ax + b = 0. Where, a and b are constant, a ≠ 0, and x is an unknown variable.

Analog-to-digital conversion calibration method and device

The invention provides an analog-to-digital conversion calibration method and device; the method comprises the following steps: allowing an analog-to-digital converter to convert a received tested signal S (n) into a data signal waveform X (n); building a discrete digit signal sequence E (n) according to the data signal waveform X (n); using the discrete digit signal sequence E (n) as an independent variable, using the tested signal S (n) as a dependent variable, carrying out linearity regression least square fitting for an analog-to-digital conversion characteristic curve, thus obtaining a fitting gradient k and an intercept b of a fitting linear formula y=kx+b; substituting the value x obtained by the analog-to-digital converter into the fitting linear formula, calculating a voltage value y applied on the analog-to-digital converter input end, and obtaining the calibrated result. The method and device can improve the analog-to-digital converter calibration precision.
Owner:北京君正集成电路股份有限公司

Online forecasting method and device for residual life of fuel cell

The invention discloses an online forecasting method and device for the residual life of a fuel cell, and the method comprises the following steps: obtaining the mean cell voltage-time data under a calibration working current through collecting voltage-time data and current-time data when a fuel cell stack is in operation, and obtaining the voltage attenuation rate of the fuel cell stack; predicting the available life of the fuel cell stack through a linear formula if the cutoff mean cell voltage under the calibration working current is greater than a mean cell voltage of a preset separation point under the calibration working current, or else predicting the available life through a nonlinear formula; obtaining the residual life of the fuel cell stack according to the difference between the available life and the consumed life; and displaying the residual life of the fuel cell stack in real time. The method achieves the real-time updating of the attenuation rate of the fuel cell according to the voltage-time data collected in real time, thereby updating the prediction value of the residual life, achieving the online forecasting, improving the accuracy of a prediction result, and improving the prediction real-time performance.
Owner:TSINGHUA UNIV

Method for determining concentration of phosphite by cyclic voltammetry

The invention discloses a method for determining the concentration of phosphite by cyclic voltammetry, which comprises the steps of: establishing a working curve by determining the quantitative proportional relation between the oxide peak current intensity of phosphite on a bare Pt electrode and the concentration of phosphite and fitting the working curve as a linear formula, and substituting theoxide peak value of a sample to be detected in the formula to obtain the concentration of phosphite. The method of the invention is accurate in detection results, has the advantages of being simple in experimental conditions, simple and convenient in operation and saving time compared with the traditional methods for determining the concentration of phosphite, such as an oxidation reduction titration method, a paper chromatography, a thin-layer chromatography and an ion exchange chromatography, and has tremendous popularization and application prospect in paint, electroplating and other fields.
Owner:SHANDONG UNIV

Anti-reflection microstructure, anti-reflection mold body, and method of manufacturing the same

An anti-reflection microstructure including: convex portions arranged at a pitch shorter than a wavelength of visible light, each of the convex portions having a conic shape defined by an apex, a lateral surface, and a base, wherein an intersecting line between the lateral surface and a plane which passes through the apex and is perpendicular to the base, is equivalent to a curve expressed by an nth-order linear formula in which 1<n≦3.
Owner:NISSAN MOTOR CO LTD

Digital domain balanced detecting method and device for optical fiber gyroscope

InactiveCN102607547AImprove bias stabilityEliminate common mode noise componentsSagnac effect gyrometersAngular velocityFibre optic gyroscope
The invention provides a digital domain balanced detecting method for an optical fiber gyroscope, which comprises the following steps of: applying a phase modulation signal to a phase modulator, wherein the phase modulation signal is obtained after a sinusoidal signal and a cosine signal which have the same modulation frequency are linearly combined; using the applied sinusoidal signal as an I-path reference signal and carrying out derivation on the I-path reference signal to obtain a Q-path reference signal; respectively carrying out coherent processing on a signal output by the optical fiber gyroscope and the I-path reference signal and the Q-path reference signal so as to obtain an I-path detection signal and a Q-path detection signal; respectively demodulating the I-path and Q-path detection signals to obtain an I-path angular velocity measured value and a Q-path angular velocity measured value; and according to a preset linear formula, combining the I-path and Q-path angular velocity measured values to obtain a measured value of an angular velocity to be measured, wherein the preset linear formula is predetermined according to the linear combination of the applied sinusoidal signal and cosine signal. Due to the utilization of the method, the bias stability of the optical fiber gyroscope can be improved.
Owner:PEKING UNIV

Method and apparatus for measuring spectral irradiance distribution

In measuring a spectral irradiance distribution of light, light is irradiated to n (natural number) light-transit sections, which respectively have n kinds of given optical characteristic coefficients, and s (natural number) optical sensors, which respectively have s kinds of given spectral sensitivities, receive the light via the n light-transit sections and detects individual responses for the received light. Then a calculating section calculates m (natural number) spectral irradiances for m kinds of wavelengths as a spectral irradiance distribution based on linear formulae established between the optical characteristic coefficients, the spectral sensitivities, (n.times.s) responses for the light obtained by the s optical sensors, and the spectral irradiance distribution of the light.
Owner:FUJITSU LTD

Preparation method of fluorescent probe and oxytetracycline detection method based on same

The invention discloses a preparation method of a fluorescent probe and an oxytetracycline detection method based on the same. The oxytetracycline detection method includes that the fluorescent probe high in water solubility is synthesized by structurally modifying a fluorine-boron fluorescent dye master ring; on the basis that oxytetracycline has good and high-sensitivity fluorescence quenching effect on the probe, a linear formula is built according to changing values of fluorescent strength of the fluorescent probe and concentration of acid oxytetracycline before and after an oxytetracycline standard solution is added; the fluorescent strength of the probe before and after an oxytetracycline sample is added is detected in same conditions, and then content of oxytetracycline in the sample can be calculated according to changing of the fluorescent strength. Related toxic reagents are avoided being used, expensive instruments do not need to be used, detection time is shortened, detection sensitivity and specificity are improved, and the oxytetracycline detection method has good application prospect.
Owner:FUZHOU UNIV

Current meter high-speed linear formula integration detection method and detection device

The invention discloses a current meter high-speed linear formula integration detection method and a detection device. The method comprises the following steps: cleaning a ball bearing; detecting average frictional resistance moment M of the ball bearing; detecting a propeller current meter rotating speed V0 and an instrument rotation bearing internal frictional resistance moment M, and confirming that a standard is reached; fixedly installing three detected current meters at the lower end of a measuring rod and placing them into water of a detection water tank; adjusting an axial directions of the current meters; tranquilizing a water body in the tank; starting a motor, a detection vehicle running from a lowest speed and gradually increasing its speed, and detecting instrument output signals and data; and according to a GB / T21699 detection method of rotor type current meter in linear open channel, by use of a least square method, calculating values of a and b of a detection formula and a middle and high-speed whole-line average mean square deviation sigma. According to the invention, the program and steps of a conventional detection method in the prior art are substantially simplified, the precision of detection results of the current meters can be ensured, at the same time, the production efficiency is improved, the working conditions are improved, the management rules are simplified, manpower and material resources are reduced, and the production operation cost is decreased.
Owner:JIANGSU NANSHUI WATER AFFAIRS TECH CO LTD +1

Quantitative measurement method based on integral averaging in pulse infrared heat wave technology

The invention relates to a quantitative measurement method based on integral averaging in a pulse infrared heat wave technology. According to the method, a pulse heat source is used for heating reference test pieces made of identical materials; during the reflection type, the heating surface is recorded by a thermal imager, or during the transmission type, the change of the heating back side temperature field is recorded; the original temperature data is subjected to normalization; the processing is performed to obtain an f time sequence; the f sequence is subjected to integral average S value calculation; the corresponding time when the S equals to S<A0> is extracted to be used as the feature time; linear fitting is performed to obtain the slope a and the interception distance b of the feature time and defect depth square relational expression; for the test pieces to be tested, the same experiment scheme, experiment parameters, data processing parameters and the like are used, the feature time t1 is obtained; the defect depth or the test piece thickness is obtained by using the linear formula of the obtained slope a and the interception distance b. The method provided by the invention does not only rely on one point; after interval averaging, the noise influence can be effectively eliminated; the influence by noise is small; the influence by single point randomness is small.
Owner:CHONGQING NORMAL UNIVERSITY

Method, device and apparatus for predicting service life of solid state disk

The invention discloses a solid state disk life prediction method, device and apparatus and a readable storage medium. According to the scheme, a medium abrasion index and a timestamp of a solid statedisk within the preset time range are obtained by utilizing physical characteristics that programming and erasing cycle index of the solid state disk is fixed. A prophet model is constructed based on the medium abrasion index and the timestamp so as to predict the service life of the solid state disk. The prophet model can detect the trend change, periodic change and holiday change of the wear degree of the solid state disk. Compared with a simple linear formula, scene adaptability is stronger, so that service life of the solid state disk can be accurately predicted, a user is assisted to know the service condition of the solid state disk, loss caused by damage of the solid state disk is avoided, and safety of data in the solid state disk is remarkably improved.
Owner:SUZHOU LANGCHAO INTELLIGENT TECH CO LTD

Method for exquisitely detecting slot wave earthquakes in stress concentration areas of working faces

The invention discloses a method for exquisitely detecting slot wave earthquakes in stress concentration areas of working faces, belongs to the technical field of coal mine geological disaster prediction, and aims at solving the geological disaster prediction problems in high-stress areas of working faces in the prior art. The method comprises the steps of: drawing a stress-wave velocity change overall process curve through longitudinal wave and transverse wave velocity test under a coal and rock mass loading condition, and carrying out a linear formula and a nonlinear formula in stages; calculating crustal stress of a normal area of a working face according to geological data and well field crustal stress distribution features; predicting longitudinal wave and transverse wave velocities of coal and rock mass in the working area of the working face; establishing a three-layer symmetric medium model according to physical property parameters of the coal and rock mass on the working face,and analyzing slot wave theoretical frequency dispersion curve features through numerical calculation; and collecting field acquired transmission slot wave data, carrying out time frequency analysison the transmission slot wave data and drawing an actually measured time frequency curve. The method is capable of better predicting and forecasting coal mine geological disasters.
Owner:CCTEG CHINA COAL RES INST +1

Computing method for torsional rigidity of split conductor of overhead power transmission line

InactiveCN102436546AFactors that reflect torsional stiffnessImprove calculation accuracySpecial data processing applicationsEngineeringForce analysis
The invention discloses a computing method for torsional rigidity of a split conductor of an overhead power transmission line. The method comprises the following steps of: firstly, analyzing length change of a sub-conductor due to a torsional movement of the split conductor, and deducing a practical level tension computational formula according to a linear formula of the power transmission line and material property of the conductor when the sub-conductor is torsional; then carrying out a mechanical analysis for a four-split conductor under the action of a torque, in the analysis process, utilizing a characteristic that the split conductor is divided into multiple subspans through a conductor spacer, firstly carrying out a force analysis for the subspans, and finally obtaining a torque balance equation under the action of the torque, and further obtaining a computational formula for the torsional rigidity of the four-split conductor. Finally, summarizing a common computational formula for the torsional rigidity of the split conductor for any split number. In the computing method, the method is adopted to calculate the torsional rigidity of the split conductors with parameters, such as different split numbers and span length and the like, and higher computational accuracy can be achieved, and effectiveness and adaptability of the computing method can be proved.
Owner:XI AN JIAOTONG UNIV

Method and device for inputting characters via direction key

The invention discloses a method and a device for inputting characters via a direction key. The method comprises the steps of establishing a mapping linear relationship between the charterer to be input into a character collection and a direction key input sequence; establishing at least one code table indicating the mapping relationship, wherein the mapping relationship are expressed as a vector multiplication linear formula consisting of code table numbers and the direction key input sequence; and inputting characters via a selecting key of the code table and a direction key. The inputting of characters comprises the steps of: S10) switching among code tables according to the input of the selecting key of the code table, until confirming a code table being a current code table; S20) displaying prompt information of the current code table on a display, the input direction key input sequence and the input characters; and S30) confirming the input characters in the current code table according to an input sequence of the direction key. The invention can input a great number of characters with fewer keys, decreasing the occupied space and simplifying the structure of electronic device. Furthermore, the direction key, the confirming key and the selecting key of the code table are based on the keys of the current electronic device, such as electronic book reader, video and audio player, etc.
Owner:FUJIAN FOXIT SOFTWARE DEV LTD

Trimming method and device of wafer parameter

The invention discloses a trimming method and device of a wafer parameter. The method comprises the following steps of fitting a linear formula according to a wafer parameter value and a wafer parameter shift value; measuring N(th) actual wafer parameter value; determining (N+1)th wafer parameter shift value according to the linear formula, the N(th) actual wafer parameter value, N(th) wafer parameter shift value and a target wafer parameter value; measuring (N+1)th actual wafer parameter value; determining (N+2)th wafer parameter shift value according to the linear formula, the (N+1) actual wafer parameter value, (N+1)th wafer parameter shift value and a target wafer numerical value; measuring (N+2)th actual wafer parameter value; determining whether an absolute value of the difference between the (N+2)th actual wafer numerical value and the target wafer numerical value is smaller than a first preset value or not; and determining a value of the (N+2)th wafer parameter shift value after rounding as the target wafer parameter shift value when the absolute value is smaller than the first preset value. The trimming time is short, and the trimming efficiency is improved.
Owner:上海威伏半导体有限公司

Method for predicting milling stability based on large stability domain 3-order linear formula

The invention relates to the field of advanced manufacturing, and specifically relates to a method for predicting milling stability based on a large stability domain 3-order linear formula. The methodis characterized in that a forced vibration period term is fitted through a large-stability-domain third-order linear formula; a state transfer matrix of the milling system is obtained through discretization; and finally, the characteristic value of the transfer matrix of the milling system is judged through Nyquist criteria to predict the milling stability, and a certain theoretical basis and machining parameter guidance are provided for actual production and machining. Compared with other milling stability prediction methods, the method has the characteristics of high calculation efficiency, accurate prediction precision and the like.
Owner:HARBIN UNIV OF SCI & TECH

Indirect enzyme-linked immunosorbent test method for quantitative detecting red tide hinge algae

InactiveCN1588073AGood species specificityQuick checkBiological testingFluorescence/phosphorescenceOn boardAntiserum dilution
The invention discloses a method for measuring indirect enzyme linked immunosorbent assay of red current yiwan alga, which belongs to sea biology technology field. The invention is based on the incrimination of antibody of yiwan alga, at first, the standard sample of yiwan alga and the samples needed to be measured are enclosed by enzyme labeling board, they are sealed with degreased milk powder solution after being hatched in 37deg.C, adds in idiosyncratic red current resisting yiwan alga and serum resisting diluted solution after the board is cleaned, then carries on board cleaning after being hatched in 37deg.C, then adds in enzyme labeling solution, then they are hatched in 37deg.C, adds in enzyme reacting material after the board is cleaned, then the reaction is stopped after the board is cleaned; then uses enzyme labeler to measure the light absorption valve of each aperture on the measuring board, through data conversion, acquires the standard curve of the measured yiwan alga, the linear formula can be acquired with calculation. The invention is quick, convenient, and it overcomes the deficiency in red current yiwan alga measurement.
Owner:SHANGHAI JIAO TONG UNIV

Proline concentration detection method based on biosensing technology

The invention discloses a proline concentration detection method based on the biosensing technology. The method can achieve accurate detection of the proline concentration in a to-be-detected organ under the condition that the to-be-detected organ of a to-be-detected plant is not damaged. The method comprises the following steps: S1, integrating an electrode, a reference electrode and a working electrode into a microelectrode array; S2, putting the detection end of the electrode on the microelectrode array into the to-be-detected part of the to-be-detected plant, collecting the anodic peak current generated through the electrochemical reaction of proline in the to-be-detected part through using an electrochemical workstation and adopting the cyclic voltammetry, calculating the average value of the current in preset duration after the current change becomes steady, and substituting the average value into a precomputed linear formula of the proline concentration and the average value of the current, so as to obtain the proline concentration of the to-be-detected part.
Owner:BEIJING RES CENT OF INTELLIGENT EQUIP FOR AGRI

ABA (abscisic acid) concentration detection method based on biosensing technology

InactiveCN105319257AQuick checkUnderstanding Metabolic ProcessesMaterial electrochemical variablesWorkstationAlternating current
The invention discloses an ABA (abscisic acid) concentration detection method based on the biosensing technology. The method can achieve quick detection of the ABA concentration in a to-be-detected organ under the condition that the to-be-detected organ of a to-be-detected plant is not damaged. The method comprises the following steps: S1, integrating a platinum counter electrode, a silver / silver chloride reference electrode and a modified gold working electrode into a microelectrode array, wherein the modified gold working electrode is obtained through sequentially modifying a gold working electrode with thionine, gold nanoparticles and ABA antibody; the platinum counter electrode, the silver / silver chloride reference electrode and the modified gold working electrode are connected with an electrochemical workstation; S2, putting the detection end of the electrode on the microelectrode array into the to-be-detected part of the to-be-detected plant, collecting the impedance generated by the working electrode through using the electrochemical workstation and adopting the alternating current impedance method, calculating the average value of the impedance in preset d uration after the impedance change becomes steady, and substituting the average value into a precomputed linear formula of the ABA concentration and the average value of impedance, so as to obtain the ABA concentration of the to-be-detected part.
Owner:BEIJING RES CENT FOR INFORMATION TECH & AGRI

Method for eliminating color shift phenomenon that produces due to high or lower brightness in an image

A method for eliminating color shift phenomenon that produces due to high or lower brightness in an image, includes: firstly, transforming an image datum into a frequency domain with a brightness signal and a chrominance signal; and then adjusting chrominance for each pixel according to judgment of brightness of different pixel in order to eliminate color shift of high or lower brightness. Moreover, because color shift is eliminated by a linear formula, the chrominance of each pixel is changed gradually and no fault.
Owner:HON HAI PRECISION IND CO LTD

High accuracy liquid density sensor

A liquid density sensor has a sensing module, a sensing rod and a floating device. The sensing module has a control circuit having computing functions. The sensing rod has a sensing line electrically connected to the control circuit. The floating device has a first magnetic unit and a floating ball mounted therein. The sensing rod is mounted through the floating device and the floating ball. The floating ball has a second magnetic unit. A specific gravity of the floating ball is lower than that of the floating device. The control circuit calculates a liquid density of liquid based on a distance between the first magnetic unit and the second magnetic unit according to a linear formula.
Owner:FINETEK CO LTD

Performance sampling verification method for propeller current meter

The invention discloses a performance sampling verification method for a propeller current meter. According to the method, a relation of propeller helical angles alpha, an inner friction moment M of a rotary supporting component and the verification performance of a propeller current meter is established, and aiming at mass production, the values of the alpha and the M are precisely determined; the alpha values are finely grouped, and according to a method of non-random quota sampling for the totality, random sampling for groups and weighted statistics for a result, a sample machine is precisely verified under a still water condition; meanwhile, theoretical calculating values are supplemented in verification for analysis and reference for correcting errors in time; through the measures, the total precision of the sample machine is guaranteed to be high; meanwhile, medium high and low speed standard linear formulas are used to ensure that the use of a hydrological testing current meter is precise and convenient; in production, the defects of the traditional mass production are overcome, and the workloads of verification works, labor intensity, power consumption, equipment overhaul and maintenance, and the like are reduced by 2 / 3; and the operation of verification procedures is scientific and normative and conforms to a modern production mode and a national standardized technical policy, so that the method has the advantages of better scientific, social and economic benefits.
Owner:JIANGSU NANSHUI TECH

Thin mutual reservoir description method taking reconstructed sand-to-ground ratio as seismic description target

The invention provides a thin mutual reservoir description method taking a reconstructed sand-to-ground ratio as a seismic description target. The method comprises steps of S1, explaining fine seismicstructures of top and bottom surfaces of a sand layer group; S2, generating a plurality of seismic attribute bodies by applying seismic means; S3, analyzing the correlation between the various seismic attributes and a sand-to-ground ratio and a net-to-gross ratio, determining whether the correlation has zoning or not, and selecting the seismic attributes with high correlation in zones for subsequent research; S4, respectively reconstructing the sand-to-ground ratio according to the zones in the S3, calculating the correlation between the reconstructed sand-to-ground ratio and the net-to-grossratio and the optimal seismic attributes, and giving a linear formula; S5, making an optimized seismic attribute planar graph, and converting the seismic attribute planar graph into a reconstructed sand-to-ground ratio or net-to-gross ratio planar distribution graph by utilizing the formula in the S4; and S6, deriving a sand-to-ground ratio and net-to-gross ratio planar graph by utilizing the reconstructed sand-to-ground ratio and net-to-gross ratio planar graph. The method is advantaged in that the reconstructed sand-to-ground ratio is utilized as the seismic description target, so the reconstructed sand-to-ground ratio and the seismic attributes have high similarity, the distribution rule of a thin mutual reservoir is effectively described, and the rule can effectively guide explorationand development practices.
Owner:CHINA PETROLEUM & CHEM CORP +1

Method for calculating power generation performance of double-sided battery components by using multiple irradiation sensors

ActiveCN108226629ASolve the problem of poor current measurementSolve the problem of poor measurementPhotovoltaic monitoringCurrent/voltage measurementTest powerPower flow
The invention discloses a method for testing power generation performance of double-sided solar battery components by using multiple irradiation sensors. The method comprises the following steps: acquiring back irradiation data of a component; calculating linear irradiation in a certain position on a back plate of a battery piece; solving low-irradiation current distributed in different positionsby using a relation between irradiation and current; solving generated power of the back plate according to a mismatch model; calculating power gain of a double-sided battery; and calculating energy output of the double-sided battery. Through the method, the linear formula is firstly used for calculating the irradiation of the back plate and relatively accurately calculating a series of parameterssuch as irradiation amount, current in different positions of the back plate and the power generation amount of the back plate and the like; the method is of great significance to the deep study on the performance of the double-sided batteries.
Owner:HOHAI UNIV CHANGZHOU

Fluorescent probe and detection method of citrate in human urine

The invention relates to a fluorescent probe and a detection method of citrate in human urine. The fluorescent probe is formed by combining CdTe quantum dot modified by thioglycollic acid (TGA) and Eu<3+> in a Eu<3+> solution; by detecting the fluorescence intensity of the probe before and after adding the citrate, a linear formula is constructed according to the ratio of the fluorescence intensity of the probe before and after adding the citrate and the concentration of the citrate; the fluorescence intensity of the probe before and after adding the human urine is detected under the same conditions, and content of the citrate in the human urine is calculated according to the linear formula. The fluorescent probe is applied to the detection of the citrate in the human urine and has high stability and selectivity, the pretreatment is simple, the operation is easy, and the detection cost is saved.
Owner:ANHUI NORMAL UNIV

Quantitative evaluation method of shale oil and gas enrichment index based on multi-factor nonlinear regression

ActiveCN104750884BImprove Spatial Representation AccuracyRaise the level of quantificationSpecial data processing applicationsLinear regressionShale oil and gas
The present invention provides a method for quantitative evaluation of shale oil and gas enrichment index based on multi-factor nonlinear regression. The method includes constructing a quantitative evaluation index of shale reservoirs, and performing quantitative analysis of single-dimensional geological factors; and comprehensive multi-dimensional geological parameters A nonlinear regression formula is established to quantitatively evaluate the enrichment area of ​​shale oil reservoirs. The quantitative evaluation method of shale oil and gas enrichment index based on multi-factor nonlinear regression combines various geological factors that affect the development of shale reservoirs, establishes a nonlinear shale reservoir characterization formula based on multidimensional geological parameters, and improves the geological Factors characterize the quantitative level of shale reservoirs, which can provide an important reference for the evaluation of shale reservoir enrichment areas in highly mature exploration areas.
Owner:CHINA PETROLEUM & CHEM CORP +1

Control method for regulating fuel supply of SCV combustor

The invention relates to the technical field of SCV combustor control, in particular to a control method for regulating fuel supply of an SCV combustor. The control method includes the following steps: 1, detecting LNG flow through an LNG flowmeter, inputting the LNG flow to a PLC which uses the LNG flow as an input value X, and calculating an opening value of a natural gas regulation valve through a formula Y1=aX+b, wherein the formula Y1=aX+b is obtained by that in a field test, the LNG flows with different loads are corresponding to different opening values of the natural regulation valve to form discrete point data, and then the discrete point data are connected into a curve, and a linear formula Y1=aX+b closest to the curve is searched through calculation. The control method can allow the SCV combustor to rapidly find an optimum output point according to change of the LNG loads, ensures a constant NG temperature, and allows the SCV to run stably, safely and reliably.
Owner:BC P INC CHINA NAT PETROLEUM CORP +1

Image noise level estimation method on the basis of multi-level DCT (Discrete Cosine Transform) coefficients

The present invention belongs to the field of the electronic signal processing, and discloses an image noise level estimation method on the basis of multi-level DCT (Discrete Cosine Transform) coefficients. The image noise level estimation method on the basis of the multi-level DCT coefficients comprises: dividing a target image with noise to be estimated into M*N 8*8 blocks, and performing DCT of each 8*8 block; measuring an edge degree of each 8*8 image block; selecting minimum element values, from the set of the obtained edge degrees, contributing 10% of the number of the elements in the set; searching out similar image blocks corresponding to a plurality of image blocks with minimum edge degrees; solving coefficient intermediate values, closely related to the noise level, of the selected similar image blocks; performing following operations on all the 8*8 image blocks to calculate and obtain an image structure correction factor; and performing the noise level estimation according to a non linear formula. The image noise level estimation method on the basis of multi-level DCT coefficients is able to improve the precision and the stability of the noise level estimation and satisfy the real time requirement of the noise level estimation, and has simple hardware realizability.
Owner:NAT UNIV OF DEFENSE TECH
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