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628results about How to "Simplified processing steps" patented technology

Convolutional neural network-based human face expression identification method

The invention relates to a human face expression identification method, in particular to a convolutional neural network-based human face expression identification method. The method comprises the steps of firstly obtaining human face images from a video, performing scale normalization operation processing on the obtained human face images to obtain human face images same in size, and performing alignment preprocessing operation on the human face images same in size to obtain preprocessed human face images; and performing feature extraction operation on the preprocessed human face images by using a convolutional neural network to obtain features of the human face images, and performing classified identification operation on the features of the human face images by utilizing a Softmax classifier. A human face expression identification algorithm realized by utilizing the convolutional neural network is an end-to-end process. According to the method, the human face images only need to be simply preprocessed and then fed into the convolutional neural network, the feature extraction is automatically performed, and a classification result is given, so that the accuracy is greatly improved, adjustable parameters are reduced, and intermediate processing steps are simplified to a great extent.
Owner:ANHUI SUN CREATE ELECTRONICS

Decompressed purge-and-trap processing equipment for non-volatile organic compound in water sample and processing method thereof

The invention discloses decompressed purge-and-trap processing equipment for a non-volatile organic compound in a water sample and a processing method thereof. The invention is characterized in that the equipment is formed by sequentially connecting a sample heater (1), a purge bottle (2), a trapper (3), a pressure controller (4) and a pump (5), wherein purge gas (6) is connected with the purge bottle (2) through a purge gas inlet (7); the purge bottle is connected with the trapper (3) through a purge gas outlet (8); the trapper (3) is connected with the pump (5) through the pressure controller (4); the gas trapped by the trapper (3) is taken out and then placed into a heater (13) of the trapper; chromatographic carrier gas (14) is connected with a chromatographic injection port (12) in a column oven (11) through the trapper (3) and a transmission pipeline (15); and the chromatographic injection port is connected with a chromatographic detector (9) through a chromatographic column (10). The processing method comprises the following steps: forming a negative pressure environment around a test sample under the action of the pump, and increasing the vapor pressure of the non-volatile organic compound under the negative pressure environment; purging the bottom of the sample by utilizing inert gas so that the target compound can be trapped by the trapper after being blown out from the sample; and finally, resolving the target compound at high temperature and then carrying out chromatographic analysis.
Owner:四川省环境监测中心站

UPLC-MS/MS method for analyzing four categories and 29 types of restricted veterinary drug residues in animal foodstuff

The invention provides an UPLC-MS/MS method for analyzing four categories and 29 types of restricted veterinary drug residues in animal foodstuff. The method is characterized in that an advanced QuEChERS method is adopted for conducting sample preprocessing, a sample is subjected to McIlvaine buffering liquid-acetonitrile extraction, an extracting solution is subjected to acidification and salting out, a small amount of acetonitrile phase is taken, a C18 and NH2 adsorbing agent is utilized for conducting dispersive solid-phase extraction and purification, after purification liquid is subjected to concentration and volume setting, an ultra-high performance liquid chromatography-tandem mass spectrometer (UPLC-MS/MS) is adopted to conduct detection. The problem that it is difficult for tetracycline class veterinary drug to be extracted and purified along with other types of veterinary drugs is solved, meanwhile the sample processing steps are simplified, the UPLC-MS/MS method has the advantages of being efficient, rapid, low in cost, simple and convenient to operate, good in purification effect and high in sensitivity, and the accuracy and precision both meet the requirement of a multi-residue analysis method.
Owner:TIANJIN INSTITUE OF QUALITY STANDARD & TESTING OF AGRICULTUAL PRODS

Surface-aminated Fe3O4 nano particle and preparation method and application thereof

The invention discloses a surface-aminated Fe3O4 nano particle and a preparation method and the application thereof. The method comprises the following steps: (1) in inert atmosphere, FeCl2 and FeCl3 are added into the mixed solution of sodium hydroxide aqueous solution and hydrochloric acid aqueous solution for reaction and Fe3O4 nano particles are obtained; (2) ethanol solution of the Fe3O4 nano particles is prepared; in inert atmosphere, strong ammonia water and tetraethoxysilane are added into the ethanol solution of the Fe3O4 nano particles and after reaction, modified Fe3O4 nano particles are obtained; and (3) the ethanol solution of the Fe3O4 nano particles with a good dispersion effect is prepared; in inert atmosphere, 3-aminopropyl triethoxy silane is added into the ethanol solution of the modified Fe3O4 nano particles and after reaction, the surface-aminated Fe3O4 nano particles are obtained. The aminated Fe3O4 nano particles provided by the invention can have good adsorption capacity to 5 types of phenylarsonic acid at the same time. At the same time, as the aminated Fe3O4 nano particles have superparamagnetism, centrifugalization is unnecessary for sample treatment. Thus, the steps of pretreatment of samples are greatly simplified, the pretreatment time is shortened and the efficiency of the pretreatment of samples is increased.
Owner:INST OF QUALITY STANDARD & TESTING TECH FOR AGRO PROD OF CAAS

Method for detecting organophosphorus pesticide residue in tobacco

The invention discloses a method for detecting the organophosphorus pesticide residue in the tobacco, comprising the following steps of preprocessing by adding water of 5-15 times the weight of the tobacco sample to the tobacco sample to sock the tobacco sample, adding 10-20 ml of extracting agent to each gram of the tobacco sample to extract the tobacco sample, centrifuging to obtain organic-phase supernatant, purifying the organic-phase supernatant, concentrating the organic-phase supernatant by blowing with nitrogen, adding acetone solution to the organic-phase supernatant, and filtering the organic-phase supernatant with a organic-phase filtering membrane of 0.2 Mum to obtain the sample solution, wherein the extracting agent is the mixed solution of acetonitrile and acetone which are at the volume ratio of 1-2:1; and detecting the organophosphorus pesticide residue in the sample solution with gas chromatography and mass spectroscopy by using the chlorazol phosphorus as the internal standard substance after finishing preprocessing. Because the extracting agent is used for extracting in the preprocessing step, the target substance in the tobacco sample can be effectively extracted into the organic phase, and the precision for detecting the organophosphorus pesticide residue in the tobacco can be greatly improved.
Owner:ZHENGZHOU TOBACCO RES INST OF CNTC

Basic copper chloride production method

The invention discloses a method for producing tribasic copper chloride. The method for producing the tribasic copper chloride includes the following steps of: (1) removing impurities from an acidic etching waste solution; (2) adding clean water or a tirbasic copper chloride production mother solution to a synthesis reactor, performing preheating, and then, preheating the acidic etching waste solution whose impurities have been removed and an alkaline solution of sodium hydroxide and mixing the two solutions for a reaction with the pH value and temperature of the reaction being controlled so as to gradually form the tribasic copper chloride, and discharging partial materials after a certain amount of reaction time; (3) filtering the materials discharged from the reaction system, and performing washing, suction filtration, centrifugation and drying on the filtrated residues to obtain the tribasic copper chloride; and (4) performing ammonia nitrogen removal treatment on filtrated liquid. By adopting the method for producing the tribasic copper chloride in the invention, continuous production can be achieved and the tribasic copper chloride with large particle size and high purity can be produced; further, production cost can be reduced and overall process can be integrated; and the method for producing the tribasic copper chloride is advantaged in simple ultimate steps of ammonia nitrogen removal, easiness in operation as well as reduced difficulty and cost of ammonia nitrogen treatment.
Owner:GUANGZHOU KECHENG ENVIRONMENTAL PROTECTION TECH

Method for removing thin cloud of remote sensing image

The invention discloses a method for removing thin cloud of a remote sensing image. According to the method, image processing equipment is adopted for performing cloud removing processing on the remote sensing image to be processed; and the remote sensing image to be processed is a digital remote sensing image which is a multispectral image or full-color image. The method for removing the thin cloud comprises the following steps of: 1, extracting a noise image through low-pass filtering processing; 2, removing a low-pass filtering edge effect; 3, performing cloud removing processing on images of each wave band to be subjected to cloud removing processing by using the extracted noise image; and 4, displaying a cloud removing processing result, properly adjusting the size of a filtering core, correspondingly comparing the cloud removing processing result, and finding out a target image with an optimal cloud removing effect. The method has the advantages of reasonable design, simple steps, wide application range, convenience in realization and good cloud removing processing effect and can be used for effectively solving various practical problems of difficult realization, complicated operating process, low processing speed, poorer cloud removing processing effect and the like of a traditional cloud removing method of the remote sensing image.
Owner:AERIAL PHOTOGRAMMETRY & REMOTE SENSING CO LTD

Method and device for caching webpage content and loading webpage and terminal device

The invention discloses a method and a device for caching webpage content and loading a webpage and a terminal device. The method for caching the webpage content comprises the steps of obtaining an identification mark of a current browsed webpage when a trigger of the browsed webpage is received; judging whether the identification mark of the browsed webpage exists in a preset identification mark set or not; storing the webpage content of the browsed webpage corresponding to the identification mark in a first caching area corresponding to the browsed webpage in caching areas if the identification mark corresponding to the browsed webpage exists in the preset identification mark set; storing the webpage content of the browsed webpage in a second caching area if the identification mark of the browsed webpage does not exist in the preset identification mark set. According to the method and the device for caching the webpage content and loading the webpage and the terminal device, which are disclosed by the embodiment of the invention, loading can be carried out without networking again when a preset website needs to be loaded, the processing efficiency is increased, the energy consumption of the device and the consumption of network data are saved, and the user experience is increased.
Owner:XIAOMI INC

Method for detecting catecholamine in blood plasma by liquid chromatography tandem mass spectrometry

The invention discloses a method for detecting catecholamine in blood plasma by liquid chromatography tandem mass spectrometry. The method comprises the following steps of preparing a standard product, separating by liquid chromatography, detecting by a mass spectrum, drawing a standard curve, and detecting the catecholamine in the blood plasma. The method has the beneficial effects that the catecholamine is detected by innovatively applying a high-flux liquid chromatography tandem triple quadrupole mass spectrograph; protein is precipitated by acetonitrile, dansyl chloride is used for performing derivative reaction, and the liquid chromatography tandem triple quadrupole mass spectrograph is used for detecting after extraction, so that the pretreatment steps are simple, the interference of a matrix in the blood plasma is effectively removed, and the specificity is good; after the derivatization of dansyl chloride, the detection sensitivity is effectively improved; the high-flux liquid chromatography tandem rod mass spectrograph is used for detecting, three types of catecholamine, including dopamine, epinephrine and norepinephrine, in the blood plasma can be quantitatively and accurately detected; the detection time is short, the flux is high, the detection sensitivity is high, the specificity is good, and the cost is low.
Owner:HANGZHOU BAICHEN MEDICAL LAB CO LTD

Aircraft target detection method under radar scanning mode in wind turbine clutter background

The invention relates to an aircraft target detection method under a radar scanning mode in wind turbine clutter background. The method includes the following steps that: radar multi-scanning data of wind turbine clutter are obtained through utilizing apriori information, and the maximum Doppler frequency of wind turbine blades is estimated according to the data; super resolution technology is introduced for the obtained radar scanning data, so that frequency resolution can be improved; Hough transform is performed on radar echo data which have been subjected to super resolution processing, so that whether the wind turbine blades are vertical to radar beams can be detected, if the wind turbine blades are vertical to the radar beams, whether an aircraft target exists is further detected, otherwise, the possible Doppler frequencies of the tips of the wind turbine blades and the aircraft are estimated through utilizing the power spectrum of the radar echoes which have been subjected to the super resolution processing; the possible Doppler frequencies are compared with the calculated value of the Doppler frequency of the tips of the wind turbine blades; and whether the aircraft target exists in a range gate can be judged according to a comparison result. With the method of the invention adopted, a situation in which only wind turbine clutter exist and a situation in which aircraft and wind turbine clutter co-exists can be distinguished, and aircraft target detection under wind turbine clutter background with any blade initial angle can be realized.
Owner:CIVIL AVIATION UNIV OF CHINA

Method for detecting 10 types of aromatic amines compounds in cigarette mainstream smoke by liquid chromatography-tandem mass spectrometry

ActiveCN102608232ASimplified processing stepsSaving volume and smoking experiment timeComponent separationToluidineAniline
A method for detecting 10 types of aromatic amines compounds (including aniline, ortho toluidine, m-toluidine, p-aminotoluene, m-phenylenediamine, m-methoxyaniline, 1- naphthylamine, 2- naphthylamine, 3- aminobphenyl and 4- aminobphenyl) in cigarette mainstream smoke by liquid chromatography-tandem mass spectrometry is characterized in that a Cambridge filter and an absorbing bottle containing 5%of HC1 solution respectively gather the aromatic amines compounds in a particle phase matter and a gas phase matter of mainstream smoke, after the 5%HCI solution is used for extracting the aromatic amines compounds on the filter, the aromatic amines compounds are purified by an HLB (hydrophile-lipophile balance) solid-phase extraction column, and a liquid chromatography-tandem mass spectrometry instrument is used for determining the 10 types of aromatic amines in the mainstream smoke in cigarettes. Compared with an existing GC-MS (gas chromatography-mass spectrometer) analysis method for detecting aromatic amines in mainstream smoke of cigarettes, the method does not need derivatization reaction or liquid-liquid extraction operation, greatly simplifies pretreatment steps of samples, improves analysis efficiency, and can more comprehensively detect harmful aromatic amines compounds in mainstream smoke of cigarettes.
Owner:ZHENGZHOU TOBACCO RES INST OF CNTC

Detecting and evaluating method for appearance quality of concrete

The invention discloses a detecting and evaluating method for appearance quality of concrete. The detecting and evaluating method comprises the following steps: firstly, selecting a detection sample with the area of S0, and shooting to obtain a surface photo; secondly, carrying out binarization processing on the surface photo; thirdly, analyzing the surface photo subjected to the binarization processing to obtain the percentage A of pixel points on a defective part; fourthly, calculating defect area S of the detection sample; fifthly, smearing a filling agent on the surface of the detection sample, and equivalently replacing detect volume V of the detection sample according to change of volume V0 before the filling agent is smeared and V1 after the filling agent is smeared; sixthly, calculating the defect average depth H of the detection sample, wherein the defect average depth H is equal to V/S; seventhly, comprehensively evaluating the surface appearance quality of the concrete according to the defect average depth H. According to the detecting and evaluating method disclosed by the invention, appearance defects of the concrete are quantitatively measured by adopting an image binarization processing technique and an isovolumetric replacement method, so that influence from human factors can be avoided, and evaluation for the appearance quality of the concrete is scientific and objective; in addition, the method is efficient and convenient, so that labor cost can be greatly reduced.
Owner:CCCC WUHAN HARBOR ENG DESIGN & RES

Method for measuring 12 types of remaining medicine in water environment through separation and enrichment

The invention relates to a method for measuring 12 types of remaining medicine in a water environment through separation and enrichment at the same time, and belongs to the field of safety detection of a trace of organic pollutant residue in the water environment. The content of 12 types of frequently-used medicine in the water environment (drinking water, faucet water, river water and water discharged into and out of sewage treatment plants) is directly measured with an ultra performance liquid-chromatography-mass spectrometer (UPLC-MS / MS) as a detection tool after a water sample is subjected to solid phase extraction combined with ultrasonic-assisted dispersion liquid-liquid micro-extraction (UA-DLLME) separation and enrichment. The 12 types of antibiotic include ketoprofen, ciprofloxacin, tinidazole, tolfenamic acid, sulfadiazine, sulindac, naproxen, sulfamethoxazole, chloramphenicol, cefuroxime axetil, piroxicam and mefenamic acid. Inspection and optimization are conducted on a sample pretreatment method and instrument detection conditions of the water sample, and the optimal UA-DLLME method is established and is successfully applied to practical sample detection. Compared with a traditional method, the method has the advantages of being high in sensitivity, high in extraction and recycle rate, wide in suitable object, friendly to the environment, and the like.
Owner:SHENYANG PHARMA UNIVERSITY +1

Ion chromatography circulating column switching analysis system and detection method thereof

The invention relates to an ion chromatography circulating column switching system, especially relates to an ion chromatography analysis system for on-line cycling separation and detection of high-concentration base ions having near chromatographic retention characters and trace irons requiring detection. The invention discloses an ion chromatography circulating column switching analysis system. The system is characterized by: converting an elutriant into water and removing eluting power of the elutriant after flowing through a suppressor; carrying out on-line cycling elimination for the high-concentration base ions and carrying out cycling analysis for the irons requiring detection through switching valves. The switching analysis system provided by the present invention comprises: a pump, a six-way valve, a ten-way valve, a protection column, a analysis column, a enrichment column, the suppressor, a conductivity detector, a sample loop, a sample injector and a waste liquid bottle. The switching analysis system provided by the present invention can be applicable for elimination of the high-concentration base ions during the ion chromatography separation and detection process for a series of irons having the near chromatographic retention characters, and has very high practical value.
Owner:ZHEJIANG UNIV

Novel synthesis process of P-chlorophenylhydrazine hydrochloride

The invention discloses a preparation method of P-chlorophenylhydrazine hydrochloride. The method comprises the following steps: diazotizing chloroaniline taken as a raw material so as to prepare a corresponding diazonium salt; mixing anhydrous sodium sulfite with sodium hydrogen sulfite in a stirring manner, maintaining a pH (Power Of Hydrogen) value within 6 to 7, controlling a temperature below 40 DEG C, slowly adding the diazonium salt below a liquid surface and reacting at the temperature of 60 DEG C to 90 DEG C according to the molar ratio of the p-chloroaniline to the sodium hydrogen sulfite being 1:(1-1):3; maintaining the unchanged pH value in the step 2, slowly adding hydrochloric acid so as to maintain the pH value within 1 to 3, reacting for 1 to 3 hours at the reaction temperature of 40 DEG C to 90 DEG C, cooling to a room temperature, filtering and drying so as to obtain a reddish P-chlorophenylhydrazine hydrochloride solid. The pH value of the reaction system is maintained within 6 to 7 by taking a mixture of the sodium sulfite and the sodium hydrogen sulfite as a reducing agent, so that the phenomenon that the pH value is always regulated by NAOH (sodium hydroxide) or HCL (hydrogen chloride) in a reaction process is avoided; and the repeated heating during the reaction process is not required, so that the temperature is convenient to control; and the adding amount of water is reduced, so that the discharge of wastewater is greatly reduced, namely, the wastewater treatment at a later period is avoided. As a result, the cost is lowered.
Owner:NANJING UNIV OF SCI & TECH
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